Measurements were taken using a logarithmic gain Forward scatter

Measurements were taken using a logarithmic gain. Forward scatter (FSC, size) and side scatter (SSC, granularity) gates for RBCs were identified in control experiments PARP inhibitor using anti-glycophorin

A-PE labelled RBCs. The positive fluorescent gate was set using RBCs unlabelled with FITC-LA. For each measurement, 10,000 events were gated. PS positive cells were defined as all events falling within the preset FSC, SSC and positive fluorescent gates. RBCs were incubated in tonometers at 2% Hct for up to 60 min after which samples were fixed in the same solution as that used during incubation but with the addition of 0.3% glutaraldehyde. Control experiments GSK-3 cancer showed that this protocol was sufficient to maintain the RBC shape for several weeks. Sickling was assessed by light microscopy. Several hundred RBCs (typically 300–400) were counted using an Improved Neubauer haemocytometer (in five 1 mm × 1 mm squares, the central one and the four corners). Cell water content was measured by the wet weight − dry weight method [25]. In brief, RBCs were pelletted by centrifugation at 12,000 g for 10 min at 4 °C. The extruded pellet

was weighed immediately (to 0.01 mg) and again after drying for 18 h at 95 °C. Water content was expressed as ml water per g dry cell solids (ml/g dcs). Results are presented as single observations representative of at least 3 others, or as means ± S.E.M. of n observations. Where appropriate, comparisons were made using paired Student’s t tests, with p < 0.05 being considered significant. In the first series of experiments, the effect of o-vanillin (5 mM) was tested on sickling of RBCs from HbSS patients ( Fig. 1). In fully deoxygenated RBCs, there was only a small reduction in percentage sickling

(N.S.) in the presence of o-vanillin. At higher O2 tensions, nearer the P50 for O2 saturation of Hb, greater effects were observed, however, so that at an O2 tension of 15 mm Hg, sickling was inhibited by about 75% in the presence of o-vanillin ( Fig. 1). The effects of o-vanillin (5 mM) were then tested on the main cation ID-8 pathways which mediate solute loss and dehydration of RBCs from SCD patients, under fully oxygenated and fully deoxygenated conditions. Results are shown in Fig. 2 for RBCs from homozygous (HbSS) patients. In the presence of o-vanillin, KCC in oxygenated RBCs was substantially inhibited (by about 75%). Pre-treatment with o-vanillin for 30 min prior to flux measurement produced a slight increase in inhibition. In these RBCs, KCC activity was reduced by about half by deoxygenation and this residual oxygen-insensitive component of KCC was also sensitive to o-vanillin (inhibition of this component of KCC activity was 73 ± 13% without pre-treatment, means ± S.E.M., n = 5).

A spectrum of treatment (from bleeding to liver transplantation [

A spectrum of treatment (from bleeding to liver transplantation [64]) is available. Clinical and molecular investigations, leading to adapted treatment options are mandatory, because HH may lead MDV3100 research buy to various organ dysfunctions (notably heart failure [65]) or to the development of hepatocarcinoma [66]. Iron overload is observed as secondary to many disorders and can be classified in different groups of diseases. In the first group, the “iron-loading anemias”, disorders such thallassemic syndromes, sideroblastic anemia, chronic hemolytic anemia, aplastic anemia, and pyruvate kinase

deficiency are observed. In the “chronic liver diseases”, several pathologies are encountered: hepatitis C infection, nonalcoholic fatty liver disease (NASH), alcoholic liver disease, or porphyria cutanea tarda. Finally, accumulation of iron may be secondary to red blood cell http://www.selleckchem.com/products/Everolimus(RAD001).html transfusion, long-term hemodialysis with iron substitution, or to orphan diseases such as acerulopasminemia, African iron overload or neonatal iron overload [67]. In all these diseases, the consequences of

iron overload should be carefully determined. Type 2 diabetes (T2D) is a worldwide health burden considering that over 370 million individuals are today affected by the disease. T2D is responsible for a substantial morbidity and increased mortality. Iron homeostasis is closely linked to glucose homeostasis [68], [69] and [70]. Iron toxicity observed in hereditary hemochromatosis or during transfusional iron overload is associated with high prevalence of secondary diabetes [71]. Conversely, iron deficiency is associated with obesity which is the

most common risk factor for developing T2D. How can iron contribute to abnormal glucose homeostasis? In the experimental model of iron overload that mimics hemochromatosis, mice have a decreased glucose-stimulated insulin secretion and increased insulin sensitivity [72]. Insulin resistance occurs later during the disease in mice and these animals have an increased oxidative stress detected in pancreatic islets resulting to an excess of β-cell apoptosis. In contrast to the experimental Osimertinib chemical structure mice models of hemochromatosis, both insulin deficiency and insulin resistance are present in human hemochromatosis [73]. However, the β-cell failure observed in humans with hemochromatosis is probably the primary and prerequisite abnormality for developing T2D. This is emphasized by the observation that insulin sensitivity is restored after bloodletting and insulin secretory abilities are only partially improved in patients with hemochromatosis who undergo phlebotomy [73] and [74]. The pathogenesis of T2D in patients with iron overload (hemochromatosis) compared to diabetic patients with elevated iron levels (inflammatory state and/or elevated iron intake) is probably not similar.

Likewise, every effort was made to avoid unnecessary stress and p

Likewise, every effort was made to avoid unnecessary stress and pain to

the experimental animals. The number of animals was kept to the minimum necessary to test the concept. The experimental animals used in this study were Swiss albino mice (Mus musculus) of approximately 26–30 g, Wistar rats (Rattus norvegicus) of 150–200 g, and frog (Lithobates catesbeianus). The toxicity of A. paulensis venom was evaluated by determining the 50% lethal dose (LD50) in mice, the dose able to kill 50% of animals tested. Four experimental groups were tested with different doses of venom: 20, 25, 30 and 40 μg/g of mice (n = 5/group). The venom was dissolved in 100 μL saline solution (150 mM NaCl) and injected by i.p. route. The control group (n = 5) was injected with saline. The lethality rate of animals was observed 48 h after inoculation of venom or saline. At the end of the experiment, the surviving animals were euthanized with an

BKM120 in vitro overdose of sodium pentobarbital (about 75 mg/kg). The values for the lethality assay and their confidence limits were calculated by Probit analysis ( Finney, 1971), using the software BioStat 5.8.4 version 2009. The venom of the A. paulensis spider was evaluated for its ability to induce behavioral and physiological changes in mice. All animals used in the lethality assay were observed during the first hour of the experiment, and the symptoms were identified as described in Table 1. All mice utilized in the lethality assay were dissected and their heart, lung, kidney, liver and spleen were removed, fixed in 10% buffered formalin and embedded in paraffin (Prophet et al., 1992). Histological sections (4 mm thick) were stained with hematoxylin eosin (HE) this website and analyzed under a light microscope (Axioskop-2, Zeiss, Germany). The tissues of animals injected with A. paulensis venom were compared with the tissues of animals injected with saline solution, and any changes were considered. The nociceptive behavior was evaluated by the intradermal either injection in mice. The assay was preformed similar to formalin test, in which two phases can be observed: Phase I (0–10 min) is referred as the acute phase and the Phase II (10–50 min)

is associated with local release of endogenous mediators, which generate local inflammatory response (for review, see Le Bars et al., 2001). Twenty-eight mice (n = 5–6/group) were used. Three experimental groups were subcutaneously injected through intraplantar route into the left hind-paw with different doses of crude venom (5, 10 and 20 μg/paw). The venom was dissolved in saline solution (150 mM NaCl), and the injection volume was 50 μL. The positive control mice received 50 μL of 2.5% formalin and the negative one 50 μL saline solution through the same route of administration. After injections, each mouse was placed in a transparent glass cage, and the amount of time the animal licked, bit or shook the injected paw was determined between 0 and 10 min (first phase) and 10 and 50 min (second phase).

GPBD 4 is a good example of an improved variety that was develope

GPBD 4 is a good example of an improved variety that was developed as a second cycle derivative of an interspecific cross. Synthetics may be another effective way for bringing useful genes from wild relatives. In this direction, several synthetics are now available by using different diploid species and these

need to be utilized for improving the cultivated gene pool [14], [15], [16] and [17]. Thus, in this study, highly diverse Selleckchem GSK-J4 synthetics were used to introgress disease resistance in five cultivars. As a result, foliar disease (leaf rust and LLS) resistance was introgressed into one or more of the genetic backgrounds of ICGV 91114, ICGS 76, ICGV 91278, JL 24, and DH 86 using two synthetic resistance sources namely ISATGR 278-18

and ISATGR 5B (Table 3). Seed setting percentage improved with repeated backcrossing. The presence of phenotypic traits from the donor synthetics enabled confirmation of hybrids as crossing in groundnut can be very difficult. In later generations, the presence of one or more of these traits still enabled confirmation of backcross hybrids. Backcrossed introgression lines in different generations were scored for rust and LLS response and lines possessing disease resistance were identified. Of the 10 attempted combinations, resistant derivatives were obtained in high frequencies for ICGS 76 × ISATGR 5B and DH 86 × ISATGR 278-18. Unfortunately, no resistant plant could be recovered from JL 24 × ISATGR 5B and ICGV 91114 × ISATGR

5B. It is clearly evident that the frequency and level of resistance to Trichostatin A molecular weight both diseases were higher among crosses involving ISATGR 278-18 compared to ISATGR 5B. Thus, ISATGR 278-18 appears to be a potentially better source of disease resistance and other agronomic traits for further diversifying the primary gene pool of groundnut. Besides disease resistance, the synthetic Dipeptidyl peptidase derivatives also showed a high level of variation in morphological traits and several backcross lines were selected for those traits (Table 5 and Table 6). Due to abnormal pairing during meiotic division in synthetic amphidiploids, arising of different types of allelic combinations in the segregating backcrossed populations was reported [20]. Thus, the introgression lines are of importance and need further evaluation, as they might harbor currently undetected genes useful for the improvement of groundnut. Seeds of the introgression lines are available on request from the University of Agricultural Sciences (UAS), Dharwad (Ramesh S. Bhat). Several wild species from the section Arachis had been successfully crossed with A. hypogaea and fertile hybrids [14], [15] and [16] and various backcross introgression lines were obtained [21]. Earlier Arachis glabrata Benth. from section Rhizomatosae was crossed with A.

In the post-hoc analysis of the FDA end point, FDA response rates

In the post-hoc analysis of the FDA end point, FDA response rates during the full 12-week interval were statistically superior for patients receiving 100 mg (28.0%; P = .002) and 200 mg (28.5%; P = .002) eluxadoline compared with placebo (13.8%) ( Table 3); patients receiving eluxadoline at 100 mg and 200 mg were more than twice selleckchem as likely as placebo patients to be responders. A significantly higher pain response based on the WAP component of the FDA response definition was also seen for

the 100-mg eluxadoline group (55.2%; P = .045) compared with placebo (43.9%). Stool consistency response based on the stool consistency component of the FDA response definition was significantly higher for patients receiving 200 mg eluxadoline (36.9%; P = .013) compared with placebo (23.8%), with a similar trend observed for 100-mg eluxadoline patients (33.4%; P = 0.059). Post-hoc monthly analyses

during the intervals from weeks 1−4, 5−8, and 9−12 showed a consistently durable effect for overall FDA response, with rates for patients receiving 100 mg and 200 mg eluxadoline being statistically superior to placebo over the latter Regorafenib ic50 2 intervals ( Table 3). Adverse event rates were similar across all groups and showed no obvious dose-dependent trend from 5 mg to 100 mg; however, patients in the 200-mg eluxadoline group reported higher rates of severe events, adverse events leading to discontinuation, and nonserious gastrointestinal and central nervous system events (Table 4). The most common gastrointestinal events reported were nausea, abdominal pain, vomiting, and constipation—the majority showing the highest rates in the 200-mg eluxadoline group. Although the rate of constipation was highest for the Cell press 100-mg eluxadoline group, none of the adverse events of constipation reported by these patients led to discontinuation

or was rated severe in intensity. A total of 5 adverse events of patient-reported constipation led to study drug discontinuation, 4 in the 200-mg eluxadoline group and 1 in the placebo group. Four patients discontinued from the study because of IVRS-confirmed constipation; 2 of these 4 patients also reported adverse events of constipation (which did not contribute to discontinuation) coincident to the IVRS data (one each in the 25-mg and 100-mg eluxadoline groups). No serious adverse events of constipation were reported. Three serious adverse events of pancreatitis were reported by patients during treatment with eluxadoline (2 at 200 mg and 1 at 25 mg). The 2 pancreatitis events at 200 mg occurred within the first 2 doses of study medication and the event at 25 mg occurred after 18 days of twice daily dosing; all resolved rapidly without sequelae. Among these 3 cases, one 200-mg event was confounded by a documented blood alcohol level of 76 mg/dL at the time of the event and a recent hospitalization for alcoholic pancreatitis 2 months before study entry.

It is particularly important to identify these VSAs when modeling

It is particularly important to identify these VSAs when modeling contaminants that are disproportionately transported in overland flow, such as P. Further, the model correctly identified dry locations and periods, indicating the model’s ability to reflect HSMs and potential runoff source area variability. This has important implications

for management as it indicates that this approach could be implemented as a real-time, spatiotemporally dynamic runoff risk tool at the sub-basin and sub-field scale (similar to Dahlke et al., 2013). This would contrast with other real-time watershed tools, such as the Wisconsin Manure Management Advisory System, that advise users of risks on a watershed-wide basis (DATCP, 2013). These prediction tools would be most useful in the context of trying

to minimize phosphorus PF-02341066 ic50 or sediment losses in runoff. It is instructive to look at the two watersheds where model performance was the worst, Neshanic River and Town Brook watersheds, as it allows us to use the model as a hypothesis testing tool. Both of these watersheds are small and have no internal rain gauges and, thus, the amount of rain we are assuming is occurring in the watershed may be incorrect. Fuka et al. (2013a) demonstrate that when a weather gauge is greater than 10 km from CX-5461 cell line a small basin, even a short term weather why forecast may result in better model performance relative to using the weather station. In particular, the Neshanic River streamflow

response was poorly modeled and this could also indicate that some of our underlying assumptions about runoff processes in this watershed are incorrect, i.e., infiltration excess runoff could have a larger impact in this basin because of its relatively large urban footprint. In the Town Brook site, there were a number of instances when we incorrectly categorized wells during runoff events. Interestingly, each well was mis-categorized at least once in the 18 runoff events. This is instructive, because it suggests that we are not so much mis-categorizing some wells entirely (which would be caused by an inaccurate STI), but instead that the water table dynamics are more variable than we are able to capture with this simple model. This is consistent with findings from Harpold et al. (2010) who, using an end-member mixing analysis, determined that lateral preferential flow paths were redistributing water beyond what is predicted by VSA models. One limitation of this semi-distributed model is that the static nature of the STI classifications does not allow us to distinguish between upland wet sites and the lowland sites directly contributing to tributaries. We expect upland areas to show a much flashier response to precipitation inputs than lowland areas when their STI values are similar.

Modernisation of fishing technology and improvement of cyclone fo

Modernisation of fishing technology and improvement of cyclone forecasting and radio signalling can reduce risk and improve responses to cyclones. Access to less expensive credit through institutional reform could help transform fishing technology, prevent maladaptation and diversify livelihood strategies as well as reduce the cost of fishing. Institutional reform can also improve enforcement of maritime laws and access to fish market to help reduce the overall costs of fishing business. Enforcement of fishing regulations and provision of find more insurance would

increase safety of fishermen. Finally, building fishermen’s human capital and creation of alternative livelihood activities would help diversify their livelihoods. These

findings form the basis for further detailed research into the determinants and implications of such limits and barriers. More studies are needed in order to move towards an improved characterisation of adaptation and to identify Selleck Ibrutinib the most suitable means to overcome the limits and barriers. This paper is part of a PhD study funded by the Commonwealth Scholarship Commission. This work was also supported by the ESRC Centre for Climate Change Economics and Policy (CCCEP), and Sustainability Research Institute of the University of Leeds; Carls Wallace Trust, UK and Annesha Group, Bangladesh. Academic insights gained from engagement with the World Universities Network ‘Limits to Adaptation’ group were influential in the framing of this paper. “
“In April this year (2013) a conference exploring ‘Fuelling the future’ was organised by Shipping Emissions Abatement and Trading (SEAaT) at Norton Rose LLP, London [1]. It focussed on the regulation surrounding Emission Control Areas (ECAs), in particular the enforceable

limits in North West European Waters. Currently, marine fuel oil has high sulphur content and when released via the ships exhaust as sulphur oxides (SOx) it increases the acidification potential of the surrounding atmosphere. The rationale Etoposide purchase for the ECAs is therefore to limit marine fuel sulphur content in such areas and in turn, minimise the release of SOx. The International Maritime Organization’s (IMO) Marpol Annex VI stipulates that from 1st January 2015, the maximum allowable sulphur content of marine fuel combusted in an ECA will be 0.1% [2]. Outside of the ECAs Marpol Annex VI limits global marine fuel sulphur content to 0.5% by 2020. There is also a similar requirement to minimise the release of nitrogen oxides (NOx) and particulate matter (PM). The reduction in fuel sulphur content within an ECA is requiring a step-change in thinking for those affected. The shipping industry will no longer be able to burn high sulphur content heavy fuel oil and will either require an alternative fuel, scrubbing or, as a last resort, the potential shut down of routes in affected areas.

We

We http://www.selleckchem.com/products/LBH-589.html used antibodies raised in guinea pigs against residues 264–413 or 264–411 of maize PIN1-like variants PIN1a and PIN1b, respectively, and, as expected on the basis of published work [ 55], found that both antibodies gave strong polar plasma membrane-targeted signal in maize leaf sections used as a positive control ( Figures 3A and S3). We used an antibody against an abundant ER-targeted protein, BIP2, as a control to test for ER colocalization. In our moss experiments, we found that the BIP2 signal (blue) localized broadly across the undifferentiated leaf tissues of P1–P5 ( Figure 3C). In contrast, the PIN signal

(red) was restricted mainly to narrow bands spanning the adaxial-abaxial leaf axis at the junctions between cells and did not colocalize with the BIP2 signal ( Figures 3C and 3D). We also detected signal on the internal faces of cells around the presumptive midvein, but signal at the outermost cell edges was absent. Thus, Physcomitrella PINs are plasma membrane targeted, can polarize, and localize in tissues that are responsive to disruption of auxin levels. Physcomitrella PINs A–C are canonical and share

many sequence motifs with Arabidopsis PIN1 in the central intracellular loop, whereas PIND is highly divergent [ 45], and PINA and PINB, but not PINC, were strongly expressed in gametophores ( Figures S4A and S4B). Therefore, to analyze PIN function in Physcomitrella, we engineered targeted disruptants for Ku-0059436 molecular weight PINA and PINB by homologous recombination [ 56] ( Figures S4C–S4E). Several lines with the same phenotypes were recovered for each insertion, suggesting that mutant phenotypes were caused by lesions in targeted loci ( Figure S4F). RT-PCR showed that disrupted PINA and PINB transcripts were present at low levels in pinA, pinB, and pinA pinB double mutants ( Figures S4G and S4H), suggesting that the mutants may not be null. pinA and pinB single mutant shoots were not obviously different from wild-type (WT) ( Figures 4A and 4B), but quantitative analysis showed that pinB gametophores

were longer than WT ( Figure S5). Double disruptants had class II shoot defects and defects in oriented leaf growth and cell division ( Figures 4A and S5). pinA pinB double mutants therefore resemble plants treated with auxin ( Figure S1), Cyclin-dependent kinase 3 suggesting that they accumulate auxin as a result of a deficiency in auxin transport. The pinA pinB double mutant phenotype comprises class II defects, but more-severe defects were not observed. We reasoned that this may be due to residual PINC activity or residual activity in other components of the auxin transport pathway, such as PGP or ABC transporters [ 57]. We also reasoned that if we had reduced the auxin transport capacity, mutants would be more sensitive to exogenous auxin treatment than WT plants. To test this hypothesis, we grew mutants on 100 nM NAA for 4 weeks.

This query included any specimen labeled with the term duodenum,

This query included any specimen labeled with the term duodenum, duodenal, small bowel, or small intestine and excluded any specimen that contained the word aspirate or aspiration so as to exclude fluid analysis from the dataset. For individuals who underwent more than one examination during this period, we included only the first chronological examination. Because the primary aim was to assess biopsy practices in patients without known CD, we excluded any patient with a known history of CD as described in the clinical indication field. To determine the number of duodenal biopsy specimens for

each biopsy set, we used a free-text search of the pathologist’s description of each sample. When present, CFTR modulator specimens from the duodenal bulb (identified either in the endoscopist’s report or the histopathologic interpretation) were included in the total number of specimens submitted. Cases in which the number of specimens submitted was not quantified (either not stated or characterized as multiple) were excluded. We used the chi-square test to assess the association between adherence to the recommendation of submitting ≥4 specimens and the proportion of patients with pathological findings

consistent with CD. Because this dataset did not contain information on serological findings or follow-up clinical information, we defined FDA-approved Drug Library screening a priori having a result of either blunted villi (Marsh IIIA) or flat villi (Marsh IIIB/C) as meeting the Cyclic nucleotide phosphodiesterase pathological definition of CD. For assessing the relationship between ordinal categories such as year or number of specimens and the pathologic diagnosis of CD, we used the Cochran-Armitage test for trend. Given the possibility that gross endoscopic findings may be associated

with both the number of specimens submitted and the probability of CD, we investigated the relationship between adherence to submitting ≥4 specimens and CD while stratifying by gross endoscopic findings. We used the Breslow-Day test for homogeneity of odds ratios (OR) so as to assess whether gross appearance modifies this association. Generalized estimating equation multivariate logistic regression was used to determine factors associated with the submission of ≥4 specimens, adjusted for clustering by individual provider. We postulated that adherence to this practice was correlated with individual providers. Using the generalized estimating equation in this multivariate analysis takes such clustering into account when the variance of hypothesized associations is estimated. We used SAS version 9.1 (Cary, NC) for all statistical calculations. All P values presented are 2-sided. The Institutional Review Board of Columbia University Medical Center evaluated this study protocol and designated it as “non-human subject research” involving de-identified records. A total of 150,155 procedures involving a duodenal/small-bowel biopsy were submitted for histopathologic evaluation during the 4-year period.

maxima N = 10 and P margaritifera N = 10) Two genes (MSI60, Cal

maxima N = 10 and P. margaritifera N = 10). Two genes (MSI60, Calreticulin) were shown to be expressed in gonad tissue regardless of whether it had been seeded with a pearl nucleus. The remaining two genes (Linkine and PfCHS1) were not detectable TSA HDAC order in normal gonad tissue. To confirm the initial SNP data which indicated that the host oyster expressed these two genes in pearl sac, PCR was performed on individual pearl sacs (Ss N = 2, Bb N = 2, Bs N = 5, Sb N = 5) using conserved primers ( Table 1, Section 2.6). Following several attempts at PCR amplification the concentration of PfCHS1 was found to be too weak for sequencing, therefore, the PCR product

for Linkine only was purified with an ammonium acetate (7.5 M) precipitation and sequenced in both directions at a commercial facility (Macrogen, Korea). First strand complimentary DNA (cDNA) was synthesised from extracted total RNA (Section 2.2) in pearl sac and gonad tissue samples using the methods previously reported (McGinty et al., 2011). Polymerase Torin 1 cost chain reaction (PCR) was performed in 20 μl volumes with final concentrations of 1.5 mM MgCl2, 0.2 mM dNTPs, 0.15 μM of each primer, 1× PCR buffer, 0.5 units of Taq DNA polymerase (Bioline) and 4 ng of cDNA. The thermocycler programme for MSI60, Calreticulin, Linkine

and PfCHS1 began with an initial denaturation step at 94 °C for 3 min, 35 cycles of 94 °C for science 30 s, 53 °C for 45 s, and 72 °C for 45 s, followed by a final extension step of 2 min at 72 °C. PCR fragments were visualised on a 1.5% TBE agarose gel. Putative molluscan biomineralisation genes

were identified from public databases (N = 188) to determine which genes were expressed within the pearl sac of P. maxima and P. margaritifera and potentially contributing to pearl formation. Of the 188 putative molluscan biomineralisation genes in public databases, 19 were expressed in the pearl sacs of allografted P. maxima and P. margaritifera ( Table 2). More biomineralisation genes are potentially present, although, they are not seen in the transcriptome coverage of our sequence dataset. The majority of genes identified have been shown to be specifically linked to nacre formation (i.e. N14, N19, N33, N44, N66, Nacrein, Pearlin, PfCHS1, Pif177 and PMMG1). When evaluating species-specific variation, there was no detection of non-target species sequence variation in either P. margaritifera or P. maxima sequence datasets. The average number of sequence reads that contained P. maxima diagnostic SNPs within this P. maxima database was 813 (± SE 27.8) and 270 (± SE 18.4) for the P. margaritifera SNPs within the P. margaritifera database. Furthermore, the evaluation of the SNPs used in this experiment on alternative sequencing datasets containing 120 and 12 different individuals for the P. maxima (unpublished sequence data) and P. margaritifera ( Joubert et al.