MIGCLIM: Predicting plant distribution and dispersal in a changing climate

Many studies have forecasted the possible impact of climate change on plant distribution using models based on ecological niche theory. In their basic implementation, niche-based models do not constrain predictions by dispersal limitations. Hence, most niche-based modelling studies published so far have assumed dispersal to be either unlimited or null. However, depending on the rate of climatic change, the landscape fragmentation and the dispersal capabilities of individual species, these assumptions are likely to prove inaccurate, leading to under- or overestimation of future species distributions and yielding large uncertainty between these two extremes. As a result, the concepts of "potentially suitable" and "potentially colonisable" habitat are expected to differ significantly. To quantify to what extent these two concepts can differ, we developed MIGCLIM, a model simulating plant dispersal under climate change and landscape fragmentation scenarios. MIGCLIM implements various parameters, such as dispersal distance, increase in reproductive potential over time, barriers to dispersal or long distance dispersal. Several simulations were run for two virtual species in a study area of the western Swiss Alps, by varying dispersal distance and other parameters. Each simulation covered the hundred-year period 2001-2100 and three different IPCC-based temperature warming scenarios were considered. Our results indicate that: (i) using realistic parameter values, the future potential distributions generated using MIGCLIM can differ significantly (up to more than 95% decrease in colonized surface) from those that ignore dispersal; (ii) this divergence increases both with increasing climate warming and over longer time periods; (iii) the uncertainty associated with the warming scenario can be nearly as large as the one related to dispersal parameters; (iv) accounting for dispersal, even roughly, can importantly reduce uncertainty in projections.

Potential role of pathogen signaling in multitrophic plant-microbe interactions involved in disease protection.

Multitrophic interactions mediate the ability of fungal pathogens to cause plant disease and the ability of bacterial antagonists to suppress disease. Antibiotic production by antagonists, which contributes to disease suppression, is known to be modulated by abiotic and host plant environmental conditions. Here, we demonstrate that a pathogen metabolite functions as a negative signal for bacterial antibiotic biosynthesis, which can determine the relative importance of biological control mechanisms available to antagonists and which may also influence fungus-bacterium ecological interactions. We found that production of the polyketide antibiotic 2,4-diacetylphloroglucinol (DAPG) was the primary biocontrol mechanism of Pseudomonas fluorescens strain Q2-87 against Fusarium oxysporum f. sp. radicis-lycopersici on the tomato as determined with mutational analysis. In contrast, DAPG was not important for the less-disease-suppressive strain CHA0. This was explained by differential sensitivity of the bacteria to fusaric acid, a pathogen phyto- and mycotoxin that specifically blocked DAPG biosynthesis in strain CHA0 but not in strain Q2-87. In CHA0, hydrogen cyanide, a biocide not repressed by fusaric acid, played a more important role in disease suppression.

Evaluation of the immune response to infection with metastatic and non-metastatic "Leishmania guyanensis" parasites

ABSTRACT : Les infections par le parasite Leishmania guyanensis se caractérisent par une dissémination depuis le site initial d'infection jusqu'aux tissus naso-pharyngés, responsable de la Leishmaniose à lésions secondaires muco-cutanées (LMC). Les lésions des patients atteints de LMC montrent une massive infiltration de cellules immunitaires, une réponse immunitaire élevée et la présence de parasites (bien qu'en très faible quantité). La LMC engendre une augmentation de l'expression de TNFa ainsi qu'un défaut dans le contrôle de la réponse immunitaire caractérisé par une absence de réponse à l'IL 10. La réponse immunitaire de l'hôte ainsi que la virulence du parasite sont deux facteurs reconnus pour le contrôle de l'infection. Le mécanisme de la pathogenèse de la LMC restent grandement incompris, surtout le mécanisme de dissémination de l'infection du site d'inoculation jusqu'aux sites secondaires d'infection (métastases) ainsi que les détails de la réponse de l'hôte contre le pathogène. Dans un modèle d'infection d' hamsters avec des parasites du Nouveau Monde, la classification des parasites Leishmania se fait en fonction de leur capacité à développer des métastases. Ce modéle d'infection a permis de caractériser différentes souches de parasites selon la classification de l'Organisation Mondiale de la Sante (OMS) tel que la souche de référence W>É-II/BR/78/M5313 qui est reconnue comme hautement métastatique alors que ces clones dérivés de M5313 montrent de grandes variations quand a leur capacité à créer des métastases. Les clones 13 et 21 sont métastatiques (M+) alors que les clones 3 et 17 sont nonmétastatiques (NI-). Les objectifs de cette thèse ont été d'étudier le rôle de la réponse immunitaire innée des macrophages après infection in vitro avec différents clones métastatiques et non-métastatiques du parasite L. guyanensis, ainsi que d'étudier la réponse immunitaire générée suite à une infection in vivo par les clones M+ et M- de L. guyanensis dans un modèle marin. L'analyse de la .réponse immunitaire des macrophages in vitro montrent qu'il y aune augmentation significative de leur statut d'activation après infection par des parasites M+ indiquée par la modulation des marqueurs d'activation de surface CD80, CD86 et CD40, ainsi que une augmentation significative de CXCL 10, CCLS, IL6 et TNFa au niveau transcription de l'ARNm et au niveau de la protéine. Cette phénomène d'activation a été observée chez les deux souches de souris C57BL/6 et BALB/c. L'utilisation d'un inhibiteur d'entrée des parasites (Cytochalsin D) ou d'un inhibiteur des fonctions endosomales (Chloroquine) diminue de manière significative la réponse des macrophages aux parasites M+. L'utilisation de macrophages déficients en TLR, MyD88, et TRIF a démontré que la réponse générée après infection par les parasites M+ était dépendante de la voie de signalisation de TRIF et TLR3. Lors d'infection in vivo par des parasites M5313, au moins 50% des souris BALB/c présentent un phénotype sensible caractérisé par des lésions non-nécrotiques qui ne guérissent pas, persistent plus de 13 semaines après infection et contiennent un nombre considérable de parasites. Ces souris développent une réponse immunitaire de type T helper 2 (Th2) avec un niveau élevé d'IL-4 et d'IL-10. Les autres souris ont un phénotype non-sensible, les souris développant peu ou pas de lésion, avec peu de parasites et une réponse immunitaire diminuée, caractérisée par un niveau faible d'IFNy, d'IL4 et d'IL10. De plus, les souris BALB/c infectées par un parasite L. guyanensis isolé à partir des lésions muco-cutanées d'un patient humain atteint de LMC ont démontrés un phénotype similaire aux souris infectées par la souche M5313 avec 50% des souris développant des lésions persistantes, alors qu'un parasite dérivé des lésions cutanées humains n'a montré qu'une faible sensibilité avec une lésion transitoire qui finit par guérir. Nous avons montré que la sensibilité de ces souris BALB/c dépend de l'IL-4 et de l'IL-10 car les souris IL-10-/sur fond génétique BALB/c ainsi que les souris BALB/c traitée avec de l'anti-IL4 étaient capables de contrôler l'infection par M5313. Les souris C57BL/6 sont résistantes à l'infection par le parasite M5313. Elles développent une lésion transitoire qui guérit 9 semaines après infection. Ces souris résistantes ont un très faible taux de parasites au site d'infection et développent une réponse immunitaire de type Thl avec un niveau élevé d'IFNr et peu d'IL4 et d'IL10. Les infections in vivo de souris déficientes en MyD88, TRIF, TLR3 ou TLR9 (sur fond génétique C57BL/6) ont indiqué que MyD88 et TLR9 étaient impliqués dans la résistance à l'infection par L. guyanensi, et que TRIF et TLR3 avaient un rôle important dans la sensibilité. Ce travail met en évidence le fait que la réponse immunitaire de l'hôte est modulée par le parasite selon leur caractérisation d'être soit M+ ou M-. Nous avons démontré également que plusieurs gènes et voies de signalisations étaient impliqués dans cette réponse favorisant le développement d'une LMC. ABSTRACT : Leishmania guyanensis parasites are able to disseminate from the initial site of cutaneous skin infection to the nasopharyngeal tissues resulting in destructive secondary lesions and the disease Mucocutaneous Leishmaniasis (MCL). The secondary lesions in patients have intense immune cell infiltration, elevated immune responses and the presence (albeit at low levels) of parasites. More specifically, MCL patients produce higher levels of TNFa and display impairment in their ability to control the immune response due to a defect in their ability to respond to IL10. Little is known about the pathogenesis of MCL, especially about the dissemination of the infection from the site of inoculation to secondary sites (metastasis) and the response of the host to the pathogen. The hamster model of L. guyanensis infection has previously characterized the WHO reference strain, L. guyanensis WHI/BR/78/M5313, as being highly metastatic. Clones of parasites derived from this reference strain show a differential ability to metastasize. This thesis studied the differential immune response generated by macrophages in vitro, or by mice in vivo, following infection with L. guyanensis parasites. A significant increase in the activation status of macrophages derived from C57BL/6 or BALB/c mice was observed after in vitro infection with L. guyanensis parasites when compared to non-metastatic parasites. This change in status was evidenced by the increased expression of surface activation markers, together with the chemokines, CXCL 10, CCLS, and cytokines, IL6 and TNFa. Furthermore, in vitro infection of macrophages isolated from mice deficient in either a specific Toll Like Receptor (TLR) or the adaptor molecules MyD88 or TRIF, indicated that the immune response generated following L. guyanensis metastatic parasite infection was reliant on the TRIF dependent TLR3 signalling pathway. In vivo footpad infection of BALB/c mice with the L. guyanensis M5313 parasites showed a reproducible susceptible phenotype, whereby at least 50% of infected mice developed non-healing, nonnecrosing lesions with high parasitemia that persisted over 13 weeks post infection. This phenotype was characterized by a Th2 type cytokine immune response with increased levels of IL4 and IL10 detected in the draining lymph nodes. IL 10 deficient mice on a BALB/c background, or BALB/c mice treated with anti-IL4 were able to control infection with L. guyanensis M5313 parasites, thereby proving that these cytokines were indeed implicated in the susceptibility to infection. Moreover, infection of BALB/c mice with patient isolated L. guyanensis parasites confirmed that MCL derived parasites were able to induce a susceptibility phenotype similar to that of L. guyanensis M5313. C57BL/6 mice, on the other hand, were highly resistant to infection with L. guyanensis M5313 parasites and produced transient footpad swelling that healed by week 9 post infection, together with low degrees of footpad parasitemia and a Thl polarized immune response. Infection of mice deficient in MyD88, TRIF, TLR3, and TLR9 (on a C57BL/6 background), indicated that MyD88 and TLR9 were involved in the resistance of these mice to infection, and that TRIF and TLR3 were involved in the susceptibility. This study has shown that the host response can be differentially modulated depending on the infecting parasite with several genes and pathways being identified that could be involved in promoting the development of MCL.

Verification at the protein level of the PIF4-mediated external coincidence model for the temperature-adaptive photoperiodic control of plant growth in Arabidopsis thaliana.

Plant circadian clock controls a wide variety of physiological and developmental events, which include the short-days (SDs)-specific promotion of the elongation of hypocotyls during de-etiolation and also the elongation of petioles during vegetative growth. In A. thaliana, the PIF4 gene encoding a phytochrome-interacting basic helix-loop-helix (bHLH) transcription factor plays crucial roles in this photoperiodic control of plant growth. According to the proposed external coincidence model, the PIF4 gene is transcribed precociously at the end of night specifically in SDs, under which conditions the protein product is stably accumulated, while PIF4 is expressed exclusively during the daytime in long days (LDs), under which conditions the protein product is degraded by the light-activated phyB and also the residual proteins are inactivated by the DELLA family of proteins. A number of previous reports provided solid evidence to support this coincidence model mainly at the transcriptional level of the PIF 4 and PIF4-traget genes. Nevertheless, the diurnal oscillation profiles of PIF4 proteins, which were postulated to be dependent on photoperiod and ambient temperature, have not yet been demonstrated. Here we present such crucial evidence on PIF4 protein level to further support the external coincidence model underlying the temperature-adaptive photoperiodic control of plant growth in A. thaliana.

What makes a host profitable? Parasites balance host nutritive resources against immunity.

Numerous host qualities can modulate parasite fitness, and among these, host nutritive resources and immunity are of prime importance. Indeed, parasite fitness increases with the amount of nutritive resources extracted from the host body and decreases with host immune response. To maximize fitness, parasites have therefore to balance these two host components. Yet, because host nutritive resources and immunity both increase with host body condition, it is unclear whether parasites perform better on hosts in prime, intermediate, or poor condition. We investigated blood meal size and survival of the ectoparasitic louse fly Crataerina melbae in relation to body condition and cutaneous immune response of their Alpine swift (Apus melba) nestling hosts. Louse flies took a smaller blood meal and lived a shorter period of time when feeding on nestlings that were experimentally food deprived or had their cutaneous immune response boosted with methionine. Consistent with these results, louse fly survival was the highest when feeding on nonexperimental nestlings in intermediate body condition. Our findings emphasize that although hosts in poor condition had a reduced immunocompetence, parasites may have avoided them because individuals in poor condition did not provide adequate resources. These findings highlight the fact that giving host immunocompetence primary consideration can result in a biased appraisal of host-parasite interactions.

The mycorrhizal contribution to plant productivity, plant nutrition and soil structure in experimental grassland.

Previous studies have shown that arbuscular mycorrhizal fungi (AMF) can influence plant diversity and ecosystem productivity. However, little is known about the effects of AMF and different AMF taxa on other important community properties such as nutrient acquisition, plant survival and soil structure. We established experimental grassland microcosms and tested the impact of AMF and of different AMF taxa on a number of grassland characteristics. We also tested whether plant species benefited from the same or different AMF taxa in subsequent growing seasons. AMF enhanced phosphorus acquisition, soil aggregation and survival of several plant species, but AMF did not increase total plant productivity. Moreover, AMF increased nitrogen acquisition by some plant species, but AMF had no effect on total N uptake by the plant community. Plant growth responses to AMF were temporally variable and some plant species obtained the highest biomass with different AMF in different years. Hence the results indicate that it may be beneficial for a plant to be colonized by different AMF taxa in different seasons. This study shows that AMF play a key role in grassland by improving plant nutrition and soil structure, and by regulating the make-up of the plant community.

Improving the prediction of plant species distribution and community composition by adding edaphic to topo-climatic variables

Questions Soil properties have been widely shown to influence plant growth and distribution. However, the degree to which edaphic variables can improve models based on topo-climatic variables is still unclear. In this study, we tested the roles of seven edaphic variables, namely (1) pH; (2) the content of nitrogen and of (3) phosphorus; (4) silt; (5) sand; (6) clay and (7) carbon-to-nitrogen ratio, as predictors of species distribution models in an edaphically heterogeneous landscape. We also tested how the respective influence of these variables in the models is linked to different ecological and functional species characteristics. Location The Western Alps, Switzerland. Methods With four different modelling techniques, we built models for 115 plant species using topo-climatic variables alone and then topo-climatic variables plus each of the seven edaphic variables, one at a time. We evaluated the contribution of each edaphic variable by assessing the change in predictive power of the model. In a second step, we evaluated the importance of the two edaphic variables that yielded the largest increase in predictive power in one final set of models for each species. Third, we explored the change in predictive power and the importance of variables across plant functional groups. Finally, we assessed the influence of the edaphic predictors on the prediction of community composition by stacking the models for all species and comparing the predicted communities with the observed community. Results Among the set of edaphic variables studied, pH and nitrogen content showed the highest contributions to improvement of the predictive power of the models, as well as the predictions of community composition. When considering all topo-climatic and edaphic variables together, pH was the second most important variable after degree-days. The changes in model results caused by edaphic predictors were dependent on species characteristics. The predictions for the species that have a low specific leaf area, and acidophilic preferences, tolerating low soil pH and high humus content, showed the largest improvement by the addition of pH and nitrogen in the model. Conclusions pH was an important predictor variable for explaining species distribution and community composition of the mountain plants considered in our study. pH allowed more precise predictions for acidophilic species. This variable should not be neglected in the construction of species distribution models in areas with contrasting edaphic conditions.

Ethyl glucuronide in plant extracts :O16

Introduction: The specificity of ethyl glucuronide (EtG) in hair as marker of alcohol consumption exceeds by far those of fatty acid ethyl esters. False positive cases are therefore very rare but not excluded as recent publications have shown. Especially, the use of plant extracts containing high percentages of ethanol can lead to EtG hair concentrations typically found in cases of chronic alcohol consumption. As proposed by Baumgartner et al., a nucleohilic substitution could most likely explain this phenomenon. Fresh and dried plants as well as commercial hair lotions based on plants extracts have been analysed for EtG presence or EtG formation. Methods: Urtica dioica, Plantago lanceolata, Cortex Quercus, Sempervivum, Armoracia rusticana, Juniperus communis, Brassica alba, Thymian vulgaris, Salvia officinalis, Majorana hortensis, Aloe vera, birch gingko and green tea leafs, ginger, lemon grass were extracted in water, water/ethanol (50/50) and ethanol (100%). The extracts as well as diluted hair lotions were measured by immunological test (Microgenics DRI® EtG assay) and by LC-MS/MS on Shimadzu Nexera UHPLC coupled with an AB Sciex 4500 QTrap. Results: EtG could not be detected in water extracts of all tested plants. However, DRI® EtG assay indicated the presence of EtG in 66% of the tested ethanolic plant extracts. That could only be confirmed by mass spectrometry in the cases of fresh thyme as well as in dried birch, oak and plantain extracts where EtG concentrations between of 0.25 and 2,09 mg/l were measured. In one hair lotion, the EtG concentration was 0,76 mg/l. Conclusion: Ethanolic plant extracts represents a non-negligible risk for false positive EtG hair tests, especially when applied as lotion without following washing out. The use of hair care products must therefore be evaluated at every hair sampling. In case of doubt, the product should be analysed by mass spectrometric methods since the presence of EtG can't be proven by use of the DRI® EtG assay, only. Our results support Baumgartner's assumption of a nucleophilic substitution in presence of ethanol because EtG was only measured in the ethanolic extracts.

Genetic differentiation in Silene dioica metapopulations: estimation of spatiotemporal effects in a successional plant species

Silene dioica is a diploid, dioecious, perennial, insect-pollinated herb and part of the deciduous phase of primary succession in Skeppsvik Archipelago, Gulf of Bothnia, Sweden. These islands are composed of material deposited and left underwater by melting ice at the end of the last ice age. A rapid and relatively constant rate of land uplift of 0.9 cm per year continually creates new islands available for colonization by plants. Because the higher deposits appear first, islands differ in age. Because it is possible to estimate the ages of islands and populations of plant species belonging to early stages of succession, the genetic dynamics occurring within an age-structured metapopulation can be investigated in this archipelago. Fifty-two island populations of S. dioica of known ages, sizes, and distances from each other were studied through electrophoretic data. A number of factors increase the degree of genetic differentiation among these island populations relative to an island model at equilibrium. Newly founded populations were more differentiated than those of intermediate age, which suggests that colonization dynamics increase genetic variance among populations. The very old populations, which decrease in size as they approach extinction, were more differentiated than intermediate-aged populations. Isolation by distance occurs in this system. Colonizers are likely to come from more than one source, and the migrant pool model best explains colonization events in the archipelago. Degree of environmental exposure also affects population differentiation.

Clutch size and malarial parasites in female great tits.

Life-history models predict an evolutionary trade-off in the allocation of resources to current versus future reproduction. This corresponds, at the physiological level, to a trade-off in the allocation of resources to current reproduction or to the immune system, which will enhance survival and therefore future reproduction. For clutch size, life-history models predict a positive correlation between current measurement in eggs and the subsequent parasite load. Tn a population of great tits, we analyzed the correlation between natural clutch size of females and the subsequent prevalence of Plasmodium spp., a potentially harmful blood parasite. Females that showed, 14 days after hatching of the nestlings, an infection with Plasmodium had a significantly larger clutch (9.3 eggs +/- 0.5 SE, n = 18) than uninfected females (8.0 eggs +/- 0.2 SE, n = 80), as predicted by the allocation trade-off. Clutch size was positively correlated with tile prevalence of Plasmodium, but brood size 14 days after hatching was not. This suggests that females incur higher costs during laying the clutch than during rearing nestlings. Infection status of some females changed between years, and these changes were significantly correlated with a change in clutch size as predicted by die trade-off. The link between reproductive effort and parasitism may represent a possible mechanism by which the cost of egg production is mediated into future survival and may thereby be an important selective force in the shaping of clutch size.

TRANSCRIPTION FACTORS INVOLVED IN PLANT DEFENCE AGAINST INSECT HERBIVORES IN ARABIDOPSIS THALIANA

Afin de pouvoir se défendre contre les insectes nuisibles, les plantes ont développé plusieurs stratégies leur permettant de maximiser leurs chances de survie et de reproduction. Parmi elles, les plantes sont souvent pourvues de barrières physiques telles que les poils urticants, les épines et la cuticule. En plus, les plantes sont capables de produire des protéines anti-digestives et des métabolites secondaires insecticides tels que la nicotine, les tannins ou les glucosinolates (GS). La mise en place de ces barrières physiques et chimiques comporte un coût énergétique au détriment de la croissance et de la reproduction. Par conséquent, en absence d'insectes, la plante investit la majeure partie de son énergie dans le développement et la croissance. A l'inverse, une blessure causée par un insecte provoquera une croissance ralentie, une augmentation de la densité de poils urticants ainsi que la synthèse de défenses chimiques. Au niveau moléculaire, cette défense inductible est régulée par l'hormone végétale acide jamsonique (AJ). En réponse à l'attaque d'un insecte, la plante produit cette hormone en grande quantité, ce qui se traduira par une forte expression de gènes de défense. Pendant ma thèse, j'ai essayé de découvrir quels étaient les facteurs de transcription (FT) responsables de l'expression des gènes de défense dans Arabidopsis thaliana. J'ai ainsi pu démontrer que des plantes mutées dans les FTs comme MYC2, MYC3, MYC4, ZAT10, ZAT12, AZF2, WRKY18, WRKY40, WRKY6, ANAC019, ANAC55, ERF13 et RRTF1 deviennent plus sensibles aux insects de l'espèce Spodoptera littoralis. Par la suite, j'ai également pu montrer que MYC2, MYC3 et MYC4 sont probablement la cible principale de la voie de signalisation du AJ et qu'ils sont nécessaires pour l'expression de la majorité des gènes de défense dont la plupart sont essentiels à la biosynthèse des GS. Une plante mutée simultanément dans ces trois protéines est par conséquent incapable de synthétiser des GS et devient hypersensible aux insectes. J'ai également pu démontrer que les GS sont uniquement efficaces contre les insectes généralistes tels S. littoralis et Heliothis virescens alors que les insectes spécialisés sur les Brassicaceae comme Pieris brassicae et Plutella xylostella se sont adaptés en développant des mécanismes de détoxification. - In response to herbivore insects, plants have evolved several defence strategies to maximize their survival and reproduction. For example, plants are often endowed with trichomes, spines and a thick cuticule. In addition, plants can produce anti-digestive proteins and toxic secondary metabolites like nicotine, tannins and glucosinolates (GS). These physical and chemical barriers have an energetic cost to the detriment of growth and reproduction. As a consequence, in absence of insects, plants allocate their energy to development and growth. On the contrary, an attack by herbivore insects will affect plant growth, increase trichome density and induce the production of anti-digestive proteins and secondary metabolites. At the molecular level, this inducible defence is regulated by the phytohormone jasmonic acid (JA). Thus, an attack by herbivores will be followed by a burst of JA that will induce the expression of defence genes. The aim of my thesis was to characterize which transcription factors (TF) regulate the expression of these defence genes in Arabidopsis thaliana. I could show that plants mutated in various TFs like MYC2, MYC3, MYC4, ZAT10, ZAT12, AZF2, WRKY18, WRKY40, WRKY6, ANAC019, ANAC55, ERF 13 and RRTFl were more susceptible to the herbivore Spodoptera littoralis. Furthermore, I could demonstrate that MYC2, MYC3 and MYC4 are probably the main target of the JA-signalling pathway and that they are necessary for the insect-mediated induction of most defence genes including genes involved in the biosynthesis of GS. A triple mutant myc2myc3myc4 is depleted of GS and consequently hypersensitive to insects. Moreover, I showed that GS are only efficient against generalist herbivores like S. littoralis and Heliothis virescens whereas specialized insects like Pieris brassicae and Plutella xylostella have evolved detoxification mechanisms against GS.

Plant DNA barcodes and the influence of gene flow.

Success of species assignment using DNA barcodes has been shown to vary among plant lineages because of a wide range of different factors. In this study, we confirm the theoretical prediction that gene flow influences species assignment with simulations and a literature survey. We show that the genome experiencing the highest gene flow is, in the majority of the cases, the best suited for species delimitation. Our results clearly suggest that, for most angiosperm groups, plastid markers will not be the most appropriate for use as DNA barcodes. We therefore advocate shifting the focus from plastid to nuclear markers to achieve an overall higher success using DNA barcodes.