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Genetic diversity of the European oyster (Ostrea edulis L.) in Nova Scotia: comparison with other parts of Canada, Maine and Europe and implications for broodstock management.


ABSTRACT The European oyster European oyster
n.
An oyster (Ostrea edulis) having a round flat shell and a metallic taste, native to northern Europe and cultured primarily in the northwestern United States and Maine. Also called flat oyster.
 (Ostrea edulis) was introduced to the Nova Scotia Nova Scotia (nō`və skō`shə) [Lat.,=new Scotland], province (2001 pop. 908,007), 21,425 sq mi (55,491 sq km), E Canada. Geography
 aquaculture aquaculture, the raising and harvesting of fresh- and saltwater plants and animals. The most economically important form of aquaculture is fish farming, an industry that accounts for an ever increasing share of world fisheries production.  industry 30 years ago using stocks imported from naturalized nat·u·ral·ize  
v. nat·u·ral·ized, nat·u·ral·iz·ing, nat·u·ral·iz·es

v.tr.
1. To grant full citizenship to (one of foreign birth).

2. To adopt (something foreign) into general use.
 populations in Maine whose ancestors originated in the Netherlands. This study used 5 microsatellites to assess the level of genetic diversity in several hatchery hatchery

a commercial establishment dedicated to the hatching of bird eggs to provide day old chicks and poults to the poultry industry.


hatchery liquid
the contents of unfertilized eggs. Used in petfood manufacture.
 stocks and naturalized populations from Nova Scotia, New Brunswick New Brunswick, province, Canada
New Brunswick, province (2001 pop. 729,498), 28,345 sq mi (73,433 sq km), including 519 sq mi (1,345 sq km) of water surface, E Canada.
, British Columbia British Columbia, province (2001 pop. 3,907,738), 366,255 sq mi (948,600 sq km), including 6,976 sq mi (18,068 sq km) of water surface, W Canada. Geography
 and Maine. Some genetic erosion Genetic erosion is a process whereby an already limited gene pool of an endangered species of plant or animal diminishes even more when individuals from the surviving population die off without getting a chance to meet and breed with others in their endangered low population (see:  was shown to have occurred in the Maritimes populations, with the largest loss of alleles being experienced by the hatchery stocks. In spite of this loss, genetic diversity and heterozygosity heterozygosity /het·ero·zy·gos·i·ty/ (het?er-o-zi-gos´i-te) the state of possessing different alleles at a given locus in regard to a given character.heterozy´gous

het·er·o·zy·gos·i·ty
n.
 in the Maritimes populations are still relatively high. Relationships within and between the populations and the existence of kin groups within the collections were overall consistent with our knowledge of the historical transfers of oysters between different locations. Furthermore, the established database allowed to assign with good confidence unknown oyster samples to their geographic origin. This would be a useful forensics See computer forensics.  tool in the case of an illegal transfer from a diseased area.

KEY WORDS: Ostrea edulis, European oyster, flat oyster flat oyster
n.
See European oyster.
, microsatellites, Maine, genetic diversity

INTRODUCTION

European oysters (Ostrea edulis) were introduced to Nova Scotia 30 years ago, principally from naturalized Maine populations whose ancestors originated in the Netherlands in 1949 (Loosanoff 1955, Welsh 1964, Newkirk et al. 1995). They were brought to Nova Scotia to develop oyster aquaculture in the cool, high salinity areas on the Atlantic coast of the province. These waters are generally too cold in the summer to ensure reproductive success Reproductive success is defined as the passing of genes onto the next generation in a way that they too can pass those genes on. In practice, this is often a tally of the number of offspring produced by an individual.  of the native American oyster Crassostrea virginica, which subsists in only a few small isolated populations in estuaries and tidal lakes (Spares & Dadswell 2001). Growing conditions for O. edulis are good in the waters off the Atlantic coast of Nova Scotia but spawning conditions are only marginal in most sites. In addition, the summer season is relatively short, yet good spat growth is essential for ensuring subsequent winter survival. However in a few locations, European oysters have managed to naturalize nat·u·ral·ize  
v. nat·u·ral·ized, nat·u·ral·iz·ing, nat·u·ral·iz·es

v.tr.
1. To grant full citizenship to (one of foreign birth).

2. To adopt (something foreign) into general use.
 and have established apparently sustainable populations. Nevertheless, the development of the European oyster industry in Nova Scotia over the past 30 years has relied exclusively on hatchery produced spat that are transferred to grow-out sites at the end of summer/beginning of fall.

There are now separate groups of European oysters in Nova Scotia that may be genetically differentiated to various degrees because of human and environmental influences (e.g., severe winter mortalities in 1990/91 and in 1991/92 or bottlenecks in hatcheries). In addition, the parasite Bonamia ostreae is known to be endemic in the European oyster population of Maine but is not present in Nova Scotia. This disease devastated dev·as·tate  
tr.v. dev·as·tat·ed, dev·as·tat·ing, dev·as·tates
1. To lay waste; destroy.

2. To overwhelm; confound; stun: was devastated by the rude remark.
 the French oyster industry in 1979 and could have similar devastating dev·as·tate  
tr.v. dev·as·tat·ed, dev·as·tat·ing, dev·as·tates
1. To lay waste; destroy.

2. To overwhelm; confound; stun: was devastated by the rude remark.
 consequences if introduced to Nova Scotia, one of the last places in the world where this disease has not been reported. Any importation of new oysters from Maine or other sources is consequently prohibited for this reason.

The preservation and utilization of genetic variability Introduction
Genetic Variability
The amount by which individuals in a population differ from one another due to their genes, rather than their environment. The study of genetic variability is that of population genetics.
 in any broodstock program is a critical and complex issue. Numerous studies have shown that genetic variations can be lost at a rapid rate in hatcheries leading to inbreeding inbreeding, mating of closely related organisms. Inbreeding is chiefly used as a means of insuring the preservation of specific desired traits among the offspring of purebred animals (see breeding).  increase and depression (e.g., Beattie et al. 1987, Hedgecock & Sly 1990, Naciri-Graven et al. 2000, see review in Herbinger et al. 2003). In 2001, larvae Larvae, in Roman religion
Larvae: see lemures.
 and spat started to experience massive mortalities in Nova Scotia's hatcheries. Water quality, such as variation in temperature or organic/bacterial load, was suspected to be responsible for the problems, but the possibility of genetic erosion and concomitant increase in inbreeding, coupled with the inability to import new genetic material to Nova Scotia, was also a serious concern. This study was thus concerned with characterizing the present level of genetic variability observed in hatchery and naturalized stocks, the latter being a potential source of Bonamia-free broodstock to counteract potential serious losses of diversity in the former. The existing genetic variability and differentiation of various groups of naturalized populations and hatchery stocks of oysters in Nova Scotia was assessed using five microsatellite See miniaturized satellite.  DNA DNA: see nucleic acid.
DNA
 or deoxyribonucleic acid

One of two types of nucleic acid (the other is RNA); a complex organic compound found in all living cells and many viruses. It is the chemical substance of genes.
 markers, in comparison with hatchery or endemic O. edulis populations in other parts of Canada, Maine and Europe. This study also used DNA marker based pedigree reconstruction to detect the presence of related individuals among any of the groups, as evidence of on-going genetic bottleneck, and it evaluated whether the same microsatellite DNA information could be used to detect illegal importation of oysters from Maine.

MATERIALS AND METHODS

Collection of Populations

Gill or mantle tissue was collected from adult Ostrea edulis oysters (>3 y old) using nonlethal sampling techniques (biopsy), and was preserved in 95% ethanol or by freezing at -20[degrees]C until DNA was extracted. Samples were taken from 10 sites in 2002 and 2003, which included hatchery stocks from Nova Scotia and British Columbia as well as naturalized populations in Maine (Welsh 1964), New Brunswick and Nova Scotia (Fig. 1). Figure 1 also summarizes what is known about the various transfer and founding events associated with these populations within Nova Scotia and New Brunswick. As is frequently the case, many of the founding events and transfers are poorly documented. The Maine naturalized populations resulted from the importation of Netherlands oysters in the 1950s (Welsh 1964). In the 1960s, interest in O. edulis cultivation developed and several small hatcheries and oyster farms established themselves around the naturalized populations in Maine. The Boothbay and Cundy Harbor populations are older naturalized populations, whereas the Blue Hill Bay population is a more recent "naturalized" population that originated from importations from Boothbay Harbor and from California (Sam Chapman
    Samuel Blake Chapman (April 11 1916 - December 22 2006) was an American two-sport athletic star who played as a center fielder in Major League Baseball, spending nearly his entire career with the Philadelphia Athletics (1938-1941, 1945-1951).
    , pers. comm.).

    [FIGURE 1 OMITTED]

    After a small scale unsuccessful importation in the late 1960s to early 1970s from Maine to Nova Scotia, new naturalized oysters from Maine, and a few from North Wales North Wales (known in some archaic texts as Northgalis) is the northernmost unofficial region of Wales, bordered to the south by Mid Wales and to the east by England. , were imported in 1978 and 1979 to the Dalhousie University Dalhousie University (dălhou`zē), at Halifax, N.S., Canada; nonsectarian; coeducational; founded 1818 by the 9th earl of Dalhousie. Except for a few years between 1838 and 1845, Dalhousie did not function as a university until 1863.  hatchery (Halifax, Nova Scotia For other uses, see Halifax.
    Halifax, Nova Scotia may refer to any of the following:
    • Halifax Regional Municipality, capital of Nova Scotia, Canada
    ) (Newkirk, 1986). In 1989 and 1994, respectively, the Dalhousie University and Nova Scotia provincial hatcheries closed and the broodstock was passed on to a total of four small commercial hatcheries, which, in conjunction with several grow-out operations have maintained most of the O. edulis cultured populations in Nova Scotia. In one grow-out site (Sambro), a small sustainable natural population managed to establish itself and has survived despite the closure of the grow-out operation. O. edulis were also found in Blind Bay, another former grow-out site. However, in this case, no juvenile oysters were recovered, and the few large oysters found appeared to be the last surviving oysters from the grow-out site after its closure. In 1996/1997, a naturalized population was established in Lake Lockhart, New Brunswick with oysters derived from the last two hatcheries left in Nova Scotia (Port Medway and Lunenburg). The Lake Lockhart population has grown rapidly and undergone two generations in the wild. It is the largest naturalized European oyster population in the Maritimes region of Canada. The Pacific Coast stock, sampled for comparison purposes, is a hatchery maintained stock of a mixed and poorly documented origin. Transfers have occurred in the last 20 years with individuals originating from California, Scotland and Maine probably via Nova Scotia.

    Amplification and Visualization of Microsatellites

    To prepare the samples for DNA extraction DNA extraction is a routine procedure to collect DNA for subsequent molecular or forensic analysis. Outline of a DNA extraction
    There are three basic steps in a DNA extraction, the details of which may vary depending on the type of sample and any substances that may
    , frozen tissue was thawed at room temperature. Both frozen and ethanol-preserved samples were rinsed in distilled water Noun 1. distilled water - water that has been purified by distillation
    H2O, water - binary compound that occurs at room temperature as a clear colorless odorless tasteless liquid; freezes into ice below 0 degrees centigrade and boils above 100 degrees centigrade;
     to remove residual salt from the tissue. DNA was extracted using DNeasy Tissue Kits, following the manufacturer's instructions (Qiagen cat #69506).

    Polymerase Chain Reaction polymerase chain reaction (pŏl`ĭmərās') (PCR), laboratory process in which a particular DNA segment from a mixture of DNA chains is rapidly replicated, producing a large, readily analyzed sample of a piece of DNA; the process is  (PCR PCR polymerase chain reaction.

    PCR
    abbr.
    polymerase chain reaction


    Polymerase chain reaction (PCR) 
    ) was used to amplify 5 variable tandem repeat This is a term from genetics, which describes a pattern that helps determine an individual's inherited traits.

    Tandem repeats and variable number tandem repeats in DNA occur when a pattern of two or more nucleotides is repeated and the repetitions are directly adjacent to
     loci loci

    [L.] plural of locus.

    loci Plural of locus, see there
     (microsatellites): 4 dinucleotides OeduU2, OeduT5, OeduO9, and OeduJ12, and 1 tetranucleotide, OeduH15 developed at 1FREMER (Launey 1998, Launey et al. 2002). Primers were labeled at the 5' end with a fluorescent dye Noun 1. fluorescent dye - a yellow dye that is visible even when highly diluted; used as an absorption indicator when silver nitrate solution is added to sodium chloride in order to precipitate silver chloride (turns pink when no chloride ions are left in solution and . Eight micro liters of reaction mix (10 [micro]M of each primer, 15 mM Mg[Cl.sub.2], 1[micro]l 10 x buffer. 1 [micro]l dNTP mix, and 0.5 u Taq polymerase Taq polymerase ("Taq Pol," or simply "Taq") is a thermostable polymerase used in polymerase chain reaction to check for the presence or absence of a gene by amplifying a DNA fragment. It replaced E.coli DNA polymerase in PCR because of the temperature conditions of PCR. ) was added to 20-40 ng of DNA from the extraction. PCR amplification was performed using a MJ Research Dyad dyad /dy·ad/ (di´ad) a double chromosome resulting from the halving of a tetrad.

    dy·ad
    n.
    1. Two individuals or units regarded as a pair, such as a mother and a daughter.

    2.
     thermocycler (model PTC-220). A touchdown PCR was used to increase the specificity of the reaction (cycling conditions: an initial denaturation denaturation, term used to describe the loss of native, higher-order structure of protein molecules in solution. Most globular proteins exhibit complicated three-dimensional folding described as secondary, tertiary, and quarternary structures.  step at 94[degrees]C for 2 min, followed by 1 cycle at target annealing annealing (ənēl`ĭng), process in which glass, metals, and other materials are treated to render them less brittle and more workable.  temperature ([T.sub.a]) +5[degrees]C for 1 min, with subsequent decrease of 1[degrees]C/cycle for the next 4 cycles, with the remaining 25 cycles at [T.sub.a], and a final 5-min extension at 72[degrees]C).

    PCR products were electrophoresed on a 0.075 mm 5% denaturing polyacrylamide gel pol·y·a·cryl·a·mide gel
    n.
    A hydrated polymer consisting of a long chain of amide groups, used as a medium for substances that undergo gel electrophoresis.
     with an internal size standard (Mega-base ET-400, Amersham-Pharmacia cat #25-0205-01) added to each lane. Electrophoresis and visualization of alleles were performed using a MJ Research BaseStation Fragment Analyzer. Alleles were assigned scores (size in base pairs) by comparing them to the internal size standard using Cartographer software (Cartographer v 1.2.6, MJ Research). To standardize scores obtained in this study with Launey et al (2002)'s study, 12 individuals genotyped at the IFREMER IFREMER l'Institut Francais de Recherché Pour l'Exploitation de La Mer (French: French Research Institute for Exploitation of the Sea)  station in France on a Licor platform were selected for their wide range of allele allele (əlēl`): see genetics.
    allele

    Any one of two or more alternative forms of a gene that may occur alternatively at a given site on a chromosome.
     sizes at each locus. These individuals, were also genotyped on the MJ Research BaseStation in Canada. The scores obtained from the two different platforms were compared and adjustments were made if required. Only two microsatellite markers (OeduJ12 and OeduH15) could be unambiguously standardized over the complete range of allele sizes.

    Data Analysis

    Observed and unbiased expected heterozygosities, F-statistics and genetic distances were calculated with the program GENETIX (Belkhir et al. 1996-2004) and the program CONTRIB CONTRIB Contributor  (Petit PETIT, sometimes corrupted into petty. A French word signifying little, small. It is frequently used, as petit larceny, petit jury, petit treason.

    PETIT, TREASON, English law. The killing of a master by his servant; a husband by his wife; a superior by a secular or religious man.
     et al. 1998) was used to calculate allelic al·lele  
    n.
    One member of a pair or series of genes that occupy a specific position on a specific chromosome.



    [German Allel, short for Allelomorph, allelomorph, from English
     richness corrected for differing sample size. The software MICRO-CHECKER (Van Oosterhout et al. 2004) was used to check for the potential presence of null allele A null allele is a mutant copy of a gene that completely lacks that gene's normal function. This can be the result of the complete absence of the gene product (protein, RNA) at the molecular level, or the expression of a non-functional gene product.  and genotyping Genotyping refers to the process of determining the genotype of an individual with a biological assay. Current methods of doing this include PCR, DNA sequencing, and hybridization to DNA microarrays or beads.  errors in the data set. PHYLYP (Felsenstein 1993) was used for drawing phylogenetic trees among the various populations. Phylogenetic phy·lo·ge·net·ic
    adj.
    1. Of or relating to phylogeny or phylogenetics.

    2. Relating to or based on evolutionary development or history.
     analyses were based on all five loci when looking at genetic differentiation among the North American North American

    named after North America.


    North American blastomycosis
    see North American blastomycosis.

    North American cattle tick
    see boophilusannulatus.
     collections alone, but were based on two loci (OeduH15 and OeduJ12) when using the European populations genotype genotype (jēn`ətīp'): see genetics.
    genotype

    Genetic makeup of an organism. The genotype determines the hereditary potentials and limitations of an individual.
     data collected in an earlier work (Launey 1998, Launey et al. 2002).

    In addition, 10 oysters from each of the three Maine collections were selected at random and removed from the database. These 30 oysters were then treated as an "unknown" sample to see to which populations they would be assigned on the basis of their genetic profiles using GENECLASS (Cornuet et al. 1999). The computation is based on a likelihood method using a Bayesian approach and gives for each individual a list of populations for which the "probability of belonging" is larger than a chosen threshold. We used the default probability of 0.01.

    Lastly, DNA marker based pedigree reconstruction among the various collections of oysters was undertaken using Pedigree 2.2, a much expanded version of the pairwise score method (Smith et al. 2001, Butler et al. 2004), accessible online at http://herbinger.biology.dal.ca:5080/Pedigree. This approach to first generation pedigree reconstruction uses a highly efficient Markov Chain Monte Carlo Markov chain Monte Carlo (MCMC) methods (which include random walk Monte Carlo methods), are a class of algorithms for sampling from probability distributions based on constructing a Markov chain that has the desired distribution as its equilibrium distribution.  algorithm to sample the space of possible partitions and to maximize an overall partition score based on the logarithm logarithm (lŏg`ərĭthəm) [Gr.,=relation number], number associated with a positive number, being the power to which a third number, called the base, must be raised in order to obtain the given positive number.  of pairwise likelihood ratios of being full-sib or unrelated. A partition is an allocation of all individuals into putative groups. Here, the individuals in the various oyster collections were allocated into putative kin groups, where a kin group contains individuals that appear related based on the DNA marker data but without imposing a particular type of relationship among the individuals. Individuals within kin groups are typically a mixture of full-sibs and half-sibs. This analysis was performed only on individuals with at least four loci genotyped and used the following MCMC MCMC Markov Chain Monte Carlo
    MCMC Malaysian Communications and Multimedia Commission
    MCMC Mid-Continent Mapping Center
    McMC McMaster-Carr
    MCMC Marine Corps Maintenance Contractor
     parameters: 3000,000 iterations, annealing temperature of 10 and a weight of 1, because the various data sets did not appear to contain large family groups (see help manual available at http://herbinger.biology.dal.ca:5080/Pedigree).

    Most pedigree reconstruction algorithms tend to assemble, by chance, unrelated individuals into small artefactual adj. 1. of or pertaining to an artefact.
    2. made by human actions.

    Adj. 1. artefactual - of or relating to artifacts
    artifactual
     groupings (Smith et al. 2001, Butler et al. 2004). To test whether the kin group partitions generated for each oyster collections may contain at least a few truly related individuals, 100 genotype randomization randomization (ranˈ·d·m  trials were performed, followed by kin group reconstruction for each data set. This created 100 sets of unrelated individuals sampled from populations with the same genotypic genotypic

    emanating from or pertaining to genotype.


    genotypic selection
    selection of breeding stock on the basis of known inherited characteristics.
     frequencies as in our original datasets. The overall significance (P value) of a kin partition was evaluated by the proportion of the 100 randomized ran·dom·ize  
    tr.v. ran·dom·ized, ran·dom·iz·ing, ran·dom·iz·es
    To make random in arrangement, especially in order to control the variables in an experiment.
     trials with a partition score as high or higher than the observed score.

    RESULTS AND DISCUSSION

    Allelic Variability, Allelic Richness Corrected for Sample Size and Allelic Frequencies

    The five microsatellite loci used in this study were all found to be highly polymorphic polymorphic - polymorphism . Allelic richness is highly dependent on effective population size (Nei et al. 1975) and should be a good indicator of past demographic changes (Petit et al. 1998). The number of alleles found at each locus ranged from 14 (OeduH15) to 29 (OeduU2), with a mean of 22.8.

    Table 1 compares the observed number of alleles in the Canadian, Maine and Northern European populations overall. The observed number of alleles was lower in the Maine populations compared with the Northern European populations (data from Launey, 1998) at four of the five loci used in this study. The loss ranged from three alleles (OeduH15) to five alleles (OeduU2). The Canadian populations showed an even greater loss of allelic diversity, ranging from three alleles (OeduH15) to nine alleles (OeduO9), when compared with the Northern European populations. This was true despite the fact that the sample size for the Canadian populations was much larger than the Maine and European populations.

    When the Canadian populations were compared with the Maine population, there was a loss of alleles at 3 loci: 2 alleles at OeduU2, 6 at OeduT5, and 5 at OeduO9. There was no loss of alleles at OeduH15, and a "gain" of an allele at OeduJ12. This "gain" is likely an artifact A distortion in an image or sound caused by a limitation or malfunction in the hardware or software. Artifacts may or may not be easily detectable. Under intense inspection, one might find artifacts all the time, but a few pixels out of balance or a few milliseconds of abnormal sound  caused by the lower number of individuals from Maine.

    Direct comparisons of allelic richness between populations was difficult because of the large range in sample sizes (30-148), because larger samples will have a greater chance of including rare alleles. The program CONTRIB was used to correct for differences in sample size. Table 2 illustrates the amount of genetic diversity present in each of the sampled populations by showing the actual and corrected numbers of alleles at each locus. The NS hatchery stocks had a mean corrected number of alleles ranging from 9.91 (Port Medway) to 10.32 (Lunenburg). The British Columbia hatchery stock was slightly more diverse (11.20), and Maritimes naturalized populations varied from 8.88 (small "naturalized" Blind Bay group, which shows the lowest mean number of corrected number of alleles) to 12.81 (Lake Lockhart) alleles. The Maine populations ranged from 12.43 (Blue Hill Bay) to 15.29 (Boothbay Harbor).

    At each locus, evidence of some genetic erosion can be seen with smaller number of alleles observed in the Canadian collections. Compared with the 2 larger Maritimes naturalized populations (Sambro, NS and Lake Lockhart, NB) and to the Maine naturalized populations (Cundy's Harbor, Boothbay Harbor and Blue Hill Bay), the combined Nova Scotian No·va Sco·tia   Abbr. NS or N.S.

    A province of eastern Canada comprising a mainland peninsula and the adjacent Cape Breton Island. It joined the confederation in 1867.
     hatchery stocks (Lunenburg, Port Medway and Cape Sable Noun 1. Cape Sable - a cape at the southwest tip of Florida; the southernmost part of the United States mainland
    Everglades National Park - a national park in Florida containing an immense subtropical wilderness with mangrove swamps and rare birds and wild
    ) showed the lowest number of alleles at all loci, with a mean of 13.6 alleles for all loci. The Maritimes naturalized populations showed a mean of 17.6 alleles and the Maine populations a mean of 21.6 alleles. Nevertheless, the actual number of alleles at each locus was still relatively high in the Nova Scotia hatchery stocks.

    Some degree of on-going genetic erosion is therefore taking place in the artificially propagated populations of Ostrea edulis, but it would appear that as of 2002-03 there is still a substantial level of genetic diversity in the Canadian collections, despite the fact that these populations have been isolated from both their ancestral European and Maine populations and have been propagated in hatcheries for several generations. As a comparison, in O. edulis French populations selected for Bonamia resistance, the mean number of alleles was reduced from 19.8 (natural population) to a range of 5.4-12.8 (selected populations) in two generations (Launey et al. 2001). The Canadian populations seem to have experienced considerably less erosion of allelic richness in 6-7 generations since their importation from Maine. In other words Adv. 1. in other words - otherwise stated; "in other words, we are broke"
    put differently
    , genetic erosion could have been more drastic than was revealed in this study.

    Genetic erosion is a common concern for hatchery stocks. An estimation of the breeding number of oysters in hatchery Crassostrea virginica MSX MSX - Microsoft Extended  resistant lines varied from 4-16 (Hedgecock et al. 1992). Hatchery-propagated Pacific oysters have also lost alleles in three generations and one hatchery stock showed a per-generation effective population size of 9 oysters (Hedgecock & Sly 1990). Boudry et al. (2002) showed that effective population size was strongly reduced compared with census size in Crassostrea gigas because of unbalanced parental contribution. For O. edulis, Launey et al. (2001) estimated that the effective size of oyster populations selected for Bonamia resistance was very low, between 3 and 20 at the most. In the present study, effective population size [N.sub.e] could not be determined but was probably higher than in the populations studied by Launey et al. (2001). Alvarez et al. (1989) and Saavedra and Geera (1996) previously reported the number of effective O. edulis broodstock to be 6-10 and 3-4 from mass spawning tanks containing 60 and 120 animals respectively. This evidence shows that O. edulis is a species susceptible to founder and bottleneck effects in the hatchery environment and that genetic erosion has to be carefully monitored.

    In this study, the allelic richness corrected for unequal sample size clearly indicated that the Lake Lockhart population was the most diverse in the Canadian collections. This is probably because of the fact that it is a relatively large, truly naturalized population. Although sampled from the wild, the Blind Bay population did not appear as variable as the two other naturalized Nova Scotian populations. This is a probable indication that it is not a truly naturalized population. Divers at this site did not find any juvenile oyster or any sign of recruitment. The few large oysters found there were probably the last survivors of the previous cultivated oysters. The five remaining Canadian populations appeared similar, with possibly a slightly higher diversity in the Pacific Coast stock. Repeated transfers have occurred in the last 20 years with individuals originating from different populations in California, Scotland and Maine, possibly explaining the higher diversity in this hatchery stock.

    The allelic profiles for each locus showed multimodal Two or more modes of operation. The term is used to refer to a myriad of functions and conditions in which two or more different methods, processes or forms of delivery are used. On the Web, it refers to asking for something one way and receiving the answer another; for example requesting  distributions both in the Maine population and the Canadian population as they did in Europe (Launey 1998). Only the distribution for OeduO9 was close to a normal distribution in a European sample of 507 individuals (Launey 1998). There was no major discontinuity dis·con·ti·nu·i·ty  
    n. pl. dis·con·ti·nu·i·ties
    1. Lack of continuity, logical sequence, or cohesion.

    2. A break or gap.

    3. Geology A surface at which seismic wave velocities change.
     in the distributions and increments corresponded to the repeat length for a given locus (dinucleotide dinucleotide /di·nu·cleo·tide/ (di-nldbomack´le-o-tid?) one of the cleavage products into which a polynucleotide may be split, itself composed of two mononucleotides.

    di·nu·cle·o·tide
    n.
     for all loci except OeduH15, which is a tetranucleotide locus). However the various collections showed differences in the abundance of rare alleles (frequency <10%). A high level of rare alleles (87% average over 5 loci) characterized the Maine population, whereas the Maritimes naturalized populations and hatchery stocks showed lower levels of 73% and 69% respectively. The hatchery populations lost 5, 2, 7, 8 and 2 rare alleles at loci OeduU2, OeduH15, OeduT5, OeduO9 and OeduJ12 respectively compared with the naturalized populations. These results are usually observed when a population experiences a bottleneck event but may also reveal subsequent genetic erosion.

    Heterozygosity

    The observed heterozygosity ([H.sub.o]) was lower than the expected heterozygosity ([H.sub.e]) for all populations (Table 3), a typical observation in bivalves (Hedgecock et al. 1992, Hedgecock & Okazaki 1984). The difference between [H.sub.e] and [H.sub.o] was smallest in the British Columbia and Port Medway samples. This may be a result of a breeding program A breeding program is the planned breeding of a group of animals or plants, usually involving at least several individuals and extending over several generations. Breeding programs are commonly employed in several fields where humans wish to manage the characteristics of their  for certain traits that has led to the incidental selection of heterozygotes, or may possibly be an artifact of the sampling procedure, because the sample sizes for these populations were both relatively small.

    When looking at the hatchery stocks (Table 3), levels of heterozygosity were not as dramatically reduced as allelic richness was. The average observed heterozygosity ([H.sub.o]) for each population ranged from 0.670 (Lunenburg) to 0.827 (British Columbia) and no apparent association between the observed heterozygosity and the origin of the samples (hatchery vs. naturalized) was observed. Similar results have been reported for many cultivated populations (Herbinger et al. 2003); in particular an earlier study on Crassostrea gigas showed that the number of alleles was significantly reduced but heterozygosity was retained in hatchery stocks compared with naturalized populations (Hedgecock & Sly 1990, Herbinger et al. 2003).

    The [F.sub.is] values for the five loci, all populations combined, ranged from -0.094 (OeduT5) to +0.585 (OeduH15) (Table 3), which represents a large range of values. The estimated [F.sub.is] values varied much less among samples (from +0.040 to +0.179) than among loci. This result indicates that inbreeding is not the sole explanation for the heterozygote heterozygote (hĕt'ərōzī`gōt): see genetics.  deficiencies. All populations showed mostly positive [F.sub.is] values revealing deficits in heterozygosity, but this was really mostly prevalent for loci OeduH15 and OeduJ12 (Table 3). Such observations are common in bivalves (Zouros & Foltz 1984) and the same pattern was observed in the European populations (Launey 1998). This is likely due mostly to the presence of null alleles (alleles that are not amplifying, possibly caused by a mutation in the primer site). Indeed, MICRO-CHECKER revealed the probable presence of null alleles for OeduH15 and OeduJ12 in nearly all populations. Launey (1998) also hypothesized that null alleles were present for the locus OeduH15. O. edulis natural populations have high fecundity fecundity /fe·cun·di·ty/ (fe-kun´dit-e)
    1. in demography, the physiological ability to reproduce, as opposed to fertility.

    2. ability to produce offspring rapidly and in large numbers.
     and potentially large dispersal of gametes and larvae, and so should follow the HWE HWE Horner-Wadsworth-Emmons (organic reaction)
    HWE Healthy Worker Effect
    HWE Hardy-Weinberg Equilibrium Test
    HWE Harper Wood Electric
    HWE Henry Walker Eltin Mining (Nedlands, West Australia) 
     assumptions for panmixia pan·mix·i·a or pan·mix·is
    n.
    Random mating within a breeding population.
    . In the context of the hatchery-propagated populations, heterozygotes deficit could possibly also reflect blind selection effects, along with small reproductive population size and inbreeding (Hedgecock 1994). However, given the relative similarities of the [F.sub.is] values observed in naturalized and hatchery population, it would seem that the presence of null alleles at loci OeduH15 and OeduJ12 are the main reasons for the observed heterozygote deficiencies here.

    Genetic Differentiation Between European Oyster Populations

    The genetic differentiation between populations revealed by the pairwise [F.sub.ST] values are displayed in Table 4. Most of the [F.sub.ST] values under 0.027 were not significant and indicated negligible genetic differentiation. This can be illustrated graphically with an unrooted tree constructed using the coancestry distances (Reynolds et al. 1983) (Fig. 2a). The Maine populations clustered together with the Pacific Coast population, probably reflecting the founding events that led to the establishment of the Pacific Coast population through the transfer of oysters from California, Scotland and Maine. Despite their recent origin, the Maritimes populations (Port Medway, Lunenburg, Lake Lockhart and Cape Sable) clustered together and were quite divergent from the Maine populations. The intermediate position of the Sambro oysters possibly reflects the fact that they are an older renaturalized population consisting of Maine oysters that were maintained at Dalhousie University in Halifax for several years before being released. The close clustering of the Nova Scotian populations is explained by their recent common ancestry and the exchanges of individuals that have taken place between these populations. For example, the fact that the Lake Lockhart and Lunenburg populations cluster closely together reflects the fact that the Lake Lockhart population was established using mainly oysters from Lunenburg stocks.

    [FIGURE 2 OMITTED]

    The Northern American flat oyster populations were compared with 5 European populations of flat oysters flat oysters

    Ostrea spp.
     representing 4 subregions of the sampling realized in Launey et al. (2002), (ANa from Oslofjorden, Norway (North Atlantic); ANb from Grevelingen, Netherlands (North Atlantic); ASb from La Rochelle La Ro·chelle  

    A city of western France on the Bay of Biscay southwest of Tours. It was a Huguenot stronghold in the 16th century. Population: 79,400.
    , France (South Atlantic); MWb from Thau Lagon, France (West Mediterranean Sea Mediterranean Sea [Lat.,=in the midst of lands], the world's largest inland sea, c.965,000 sq mi (2,499,350 sq km), surrounded by Europe, Asia, and Africa. Geography


    The Mediterranean is c.2,400 mi (3,900 km) long with a maximum width of c.
    ); MEb from Dubrovnik, Croatia (East Mediterranean Sea)). The analyses were based on the 2 microsatellite markers (OeduJ12 and OeduH15) that could be unambiguously standardized between the genotyping systems from the Canadian and French molecular laboratories. The resulting neighbor-joining tree is visualized in Figure 2b. The sample from the Netherlands (ANb) showed FST See flat screen.  values not significantly different from 0 with 2 Maine populations (Cundy Harbour and Boothbay Harbour) confirming the Netherlands as the probable origin of the introduction of the European flat oyster on this Northern American region of Maine (Loosanoff, 1955). Although significant, the [F.sub.ST] values between the North Atlantic sample from Norway (ANa) and each of the Northern American populations were also small. The neighbor-joining tree clearly shows that the sample from Norway (ANa) is clustering (all the bootstrap See boot.

    (operating system, compiler) bootstrap - To load and initialise the operating system on a computer. Normally abbreviated to "boot". From the curious expression "to pull oneself up by one's bootstraps", one of the legendary feats of Baron von Munchhausen.
     values were superior to 50%) with the samples from Nova Scotia, indicating a possible second distinct introduction from Europe. It should be noted however that this analysis is based on only two loci with probable null alleles. Hence, this should be seen as a preliminary indication only and such analysis should be extended with more loci.

    Assignment of Maine Individuals

    Assignment of the 30 Maine individuals on the basis of their genotype was overall satisfactory (Table 5) even though this was based on 5 loci, and the genetic isolation between Maine and Nova Scotia populations is fairly recent. Nine individuals could not be definitively assigned to a population but 19 were correctly identified as originating from a Maine population only and 2 were assigned to another Maine population or to a Nova Scotia naturalized population. Among those 21 individuals, 15 were assigned to the specific Maine population they originated with either the highest likelihood (8 cases) or the second highest (7 cases). It should be noted that most of the individuals from Blue Hill Bay were assigned to another population of Maine or to a renaturalized population in Nova Scotia. That particular population could have been founded with individuals originated from other parts of Maine and from California (Sam Chapman, pers. comm). In addition, Blue Hill Bay is the Maine population the least different from the Canadian stocks (Fig. 2a). The assignment results presented here show both promise as a forensics tool and some limitations. With a larger database and more microsatellite loci, more definite results could probably be achieved. Nonetheless, the present tool would seem to be able to detect illegal importation of Maine oysters that could bring the Bonamia disease into Nova Scotia.

    First Generation Pedigree Reconstruction

    Most of the kin groups detected in the 10 oyster collections were very small, ranging in size from 1-11 with an average of 2.5 individuals, indicating that overall, most individuals were unrelated to one another in every collection. However, at least some of these small proposed kin groups appeared to be real, because in 6 out of the 10 populations the kin group partition score, based on the real genotype data, was higher than seen in any of the 100 genotype randomization trials (Table 6). Not surprisingly, every hatchery population seemed to comprise at least a few truly related individuals (i.e., full or half-sibs). This was particularly the case for the Port Medway and Cape Sable collections. This is in agreement with the observations of Li & Hedgecock (1998) and Boudry et al. (2002) who have noted that hatchery mass spawning typically contains large, over-represented family groups. In contrast, the naturalized populations of Cundy Harbor (Maine), Booth Bay (Maine) and Sambro (Nova Scotia) did not appear to contain related individuals. The last naturalized Maine collection, Blue Hill Bay, may have contained some related individuals, but the signal from this analysis was fairly weak and the probability value was close to the 5% threshold. Some of the "naturalized" individuals in the Blind Bay (Nova Scotia) collection also appeared to be related to one another. This would be in agreement with the proposed explanation that this population is not truly self sustaining, and that the sampled individuals probably represented the last survivors of "escaped" cultured oysters from a grow-out site that operated there until a few years ago. The observation of truly related individuals in the Lake Lockhart (New Brunswick) collection is more surprising because this is a fairly large, self-sustaining population. To confirm this result, the genotype randomization trials were extended to 1,000 but with similar results. Partition scores as high or higher than the one observed on the real data, were only seen in 2 out of the 1,000 trials. It is unlikely that oyster sampling in this location was somehow biased with respect to family composition as it took place with bottom dredging dredging, process of excavating materials underwater. It is used to deepen waterways, harbors, and docks and for mining alluvial mineral deposits, including tin, gold, and diamonds. . This observation may be an indication that a few individuals may sometimes contribute a substantial (i.e., detectable) portion of the recruitment in the large but closed Lake Lockhart population.

    CONCLUSION

    The results of this study show that there is still a relatively high level of genetic diversity in the Canadian populations, but evidence of genetic erosion can be seen in the hatchery-propagated stocks. Some level of inbreeding increase occurs in hatchery populations of Ostrea edulis around the world, and there is evidence to suggest that excessive inbreeding can result in loss of fitness. For instance, Mallet mallet,
    n a hammering instrument.

    mallet, hard,
    n a small hammer with a leather-, rubber-, fiber-, or metal-faced head; used to supply force or to supplement hand force for the compaction of foil or amalgam and to seat cast
     & Haley (1983) and Naciri-Graven et al. (2000) have observed that growth performance of offspring is negatively correlated with the relatedness of their parents. Using microsatellite loci to monitor inbreeding levels would appear to be warranted.

    Increasing the number of loci available for use in O. edulis would be useful for continuing and future studies of genetic diversity and population structure in this species and for forensics studies given the presence of Bonamia in Maine and its absence so far in Nova Scotia and New Brunswick. Increasing sample size will also improve our ability to detect population and family structure more effectively.

    Hatchery production for aquaculture allows the development of genetically improved strains but, simultaneously, loss of genetic diversity and potential inbreeding increase and inbreeding depression inbreeding depression

    The loss of vigor and general health that sometimes characterizes organisms that are the product of inbreeding. Compare hybrid vigor.
     can have adverse effects. To manage inbreeding, it is important to use pedigree information when producing the next generation. Because of the reduced number of effective broodstock in mass spawning, where only a limited number of individuals contribute most of the offspring to the next generation, it may be wise to increase genetic variability in hatchery populations by maximizing the number of O. edulis broodstock used to produce larvae (at least 50 per lot, preferably 100) and pooling offspring from multiple spawning groups (i.e., multiple lots). The genetic impact of grading larvae and discarding the small ones, a common hatchery practice, should be evaluated. This practice may compound genetic erosion without really achieving any growth gain. The possibility of introducing individuals from naturalized populations at regular intervals to maintain genetic diversity and prevent further erosion of genetic diversity in Nova Scotia hatchery stocks should be evaluated as well. Outbreeding outbreeding /out·breed·ing/ (out´bred?ing) the mating of unrelated individuals, which often produces more vigorous offspring than the parents are in terms of growth, survival, and fertility.  of O. edulis should be carried out within Maritimes populations as opposed to more distant populations to reduce the possibility of disease transfer and also to avoid the introgression in·tro·gres·sion  
    n.
    Infiltration of the genes of one species into the gene pool of another through repeated backcrossing of an interspecific hybrid with one of its parents.
     of nonadapted genes into the actual stocks. In particular, history shows that only after a 30-year adaptation to Maine's cold environment did introduced European oysters survive in Nova Scotia's marginal winter conditions.

    ACKNOWLEDGMENTS

    The authors especially thank Barry MacDonald (DFO--Bedford Institute of Oceanography oceanography, study of the seas and oceans. The major divisions of oceanography include the geological study of the ocean floor (see plate tectonics) and features; physical oceanography, which is concerned with the physical attributes of the ocean water, such as ) for his support and Andrew Bagnall Andrew Bagnall is a race car driver born in Wellington, New Zealand on 14 February 1947. He raced in Australian Supertouring Cars in the late 1980s, in the New Zealand Touring Car Championship in 1990 and in some races of the 1997 and 1998 FIA GT Championship seasons.  (NS Department of Agriculture and Fisheries--Aquaculture Division); Thomas Landry (Gulf Fisheries Centre The Fisheries Centre, located at the University of British Columbia, promotes multidisciplinary study of aquatic ecosystems and broad-based collaboration with maritime communities, government, NGOs and other partners. ) and Dale Wilbur, Gary Meyer and Susan Bower (DFO-Pacific Biological Station): Cathy Enright (Nova Scotia Agricultural College History
    The Nova Scotia Agricultural College was officially founded February 14, 1905 by the merger of The School of Agriculture (1885-1905) in Truro and The School of Horticulture (1893-1905) in Wolfville.
    ) and Chris Davis Chris Davis is the name of a couple of people:
    • Chris Davis (musician), a musician
    • Chris Davis (football player), a football player for the Tennessee Titans.
     (Maine Aquaculture Training Institute) for collection of oysters. This manuscript was greatly enhanced from comments by two anonymous reviewers. This study has been funded under the Aquaculture Collaborative Research and Development Program (ACRDP ACRDP Aquaculture Collaborative Research and Development Program (Canada) ) and involved two hatcheries Lunenburg Shellfish shellfish, popular name for certain edible mollusks (see Mollusca), e.g., oysters, clams, and scallops, and for certain edible crustaceans, e.g., crabs, lobsters, and shrimps. All are aquatic invertebrates with shells; they are not fish.  Inc. and Har-Wen Farms in Port Medway. A technical report with raw data has been produced under that program (Vercaemer et al. 2003), it reflected an active collaboration between DFO DFO Department of Fisheries and Oceans (Canada)
    DFO Disaster Field Office (US FEMA)
    DFO Designated Federal Official
    DFO Deferoxamine
    DFO Divisional Forest Officer
     and IFREMER (Institut francais de recherche re·cher·ché  
    adj.
    1. Uncommon; rare.

    2. Exquisite; choice.

    3. Overrefined; forced.

    4. Pretentious; overblown.
     pour l'exploitation de la mer).

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    BENEDIKTE VERCAEMER, (1) * KOREN R. SPENCE, (1) CHRISTOPHE M. HERBINGER, (2) SYLVIE LAPEGUE (3) AND ELLEN L. KENCHINGTON (1)

    (1) Fisheries and Oceans Canada Fisheries and Oceans Canada (DFO), is the department within the government of Canada that is responsible for developing and implementing policies and programs in support of Canada's economic, ecological and scientific interests in oceans and inland waters. , Ecosystem Research Division, Bedford Institute of Oceanography Coordinates:  The Bedford Institute of Oceanography (BIO) is a major Canadian government ocean research facility located in Dartmouth in the Halifax Regional Municipality , 1 Challenger Drive, Dartmouth, Nova Scotia Dartmouth (2001 pop.: 65,741[0]), founded in 1750, is a community and planning area of the Halifax Regional Municipality, a provincially designated Metropolitan Area, and a former city in the Canadian province of Nova Scotia. , B2Y 4A2, Canada; (2) Dalhousie University, Department of Biology, Halifax, Nova Scotia B3H 4J1, Canada; (3) IFREMER, Station de la Tremblade, Laboratoire Genetique et Pathologie B.P. 133, 17390 La Tremblade, France

    * Corresponding author. E-mail: vercaemerb@mar.dfo-mpo.gcca
    TABLE 1.
    Number of individuals genotyped and the number of observed alleles
    for the combined Canadian and Maine populations. Data for the
    Northern European populations of Ostrea edulis were obtained
    from Launey (1998).
    
                 Canadian Populations             Maine Populations
    
               Number of     Observed nb.    Number of     Observed nb.
    Locus     Individuals     of Alleles    Individuals     of Alleles
    
    OeduU2        356             26            139             28
    OeduT5        427             21            239             27
    OeduH15       403             14            236             14
    0eduO9        426             12            246             17
    0eduJ12       425             23            251             22
    Average                       19.2                          21.6
    
               North European Populations
                     (Launey, 1998)
    
               Number of     Observed nb.
    Locus     Individuals     of Alleles
    
    OeduU2        254             33
    OeduT5        254             26
    OeduH15       254             17
    0eduO9        254             21
    0eduJ12       254             27
    Average                       24.8
    
    TABLE 2.
    Sample size (n) and total number of alleles (-- corrected number
    for sample size) per locus for each population of Ostrea edulis.
    NS hatcheries, Maritimes naturalized and Maine neutralized combined
    for comparison. Hatcheries: BC_PAC: Pacific Coast, BC, NS_LUN:
    Lunenburg, NS, NS_MED: Port Medway, NS, NS_CAS: Cape Sable, NS,
    Maritimes naturalized: MAR_BLB: Blind Bay, NS, MAR_SAM: Sambro,
    NS, MAR_LLO: Lake Lockhart, NB, Maine naturalized: MNE_CUH: Cundy
    Harbor, ME, MNE_BOH: Boothbay Harbor, ME, MNE_BHB: Blue Hill Bay,
    ME.
    
                                           Number of Alleles
    
    Population            n (1)     OeduU2       OeduT5      OeduH15
    
    BC_PAC                  30     16-16        12-11.93      8-8.00
    NS_LUN                  68     14-12.62     12-11.39      9-7.86
    NS_MED                  39     15-13.95     13-11.44      8-7.89
    NS_CSA                 125     18-14.42     17-11.85      7-6.87
    
    Total NS hatcheries    233        18           17           9
    MAR_BLB                 36     11-10.91     12-12.00      8-7.77
    MAR_SAM                 57     15-14.21     17-14.72     10-9.37
    MAR_LLO                148     24-18.44     18-14.63     11-9.24
    
    Total Maritimes
      naturalized          188        25           19           12
    MNE_CUH                100     22-20.26     23-16.39     14-11.88
    MNE_BOH                 89     22-19.84     25-18.58     11-10.14
    MNE_BHB                 65     21-17.42     16-13.89      9-8.71
    
    Total Maine
      naturalized          257        28           27           14
    
                                           Number of Alleles
    
    Population                      OeduO9      OeduJ12      Average
    
    BC_PAC                          9-9.00      11-11.00    11.2-11.20
    NS_LUN                          9-8.16      13-11.59    11.4-10.32
    NS_MED                          9-8.26       9-8.02     10.8-9.91
    NS_CSA                         10-8.37      16-8.92     13.6-10.09
    
    Total NS hatcheries               11           20          13.6
    MAR_BLB                         7-6.86       7-6.84      9.0-8.88
    MAR_SAM                        12-10.53     15-11.53    13.8-12.07
    MAR_LLO                        11-9.05      18-12.70    16.4-12.15
    
    Total Maritimes
      naturalized                     12           20          17.6
    MNE_CUH                        16-12.10     19-15.02    18.8-15.13
    MNE_BOH                        12-10.45     21-17.44    18.2-15.29
    MNE_BHB                        12-9.98      15-12.16    14.6-12.43
    
    Total Maine
      naturalized                     17           22          21.6
    
    (1) The sample size is given here as an indication only; only all
    individuals amplified at each locus. The BC PAC collection is the
    smallest collection; hence corrected number of alleles is equal to
    the actual number of alleles for all loci but T5 where for the MAR
    BLB collection, 29 samples only amplified at that particular locus.
    
    TABLE 3.
    Statistics per population of Ostrea edulis: sample size (n),
    non biased expected heterozygosity [H.sub.e] (Nei, 1978),
    observed heterozygosity [H.sub.o], and Hardy-Weinberg
    Equilibrium deviations estimated by [F.sub.is].
    
    Population         n        [H.sub.e]    [H.sub.o]
    
    BC_PAC             30         0.860        0.827
    NS_LUN             68         0.810        0.670
    NS_MED             39         0.786        0.736
    NS_CSA            125         0.795        0.695
    MAR_BLB            36         0.773        0.678
    MAR_SAM            57         0.855        0.706
    MAR_LLO           148         0.821        0.707
    NINE_CUH          100         0.876        0.720
    NINE_BOH           89         0.889        0.793
    NINE_BHB           65         0.854        0.753
    
                                [F.sub.is]
    
    Population      All loci      OeduU2       OeduT5
    
    BC_PAC         0.040 *       0.134       -0.012
    NS_LUN         0.175 ***     0.003        0.007
    NS_MED         0.064 **      0.002       -0.094
    NS_CSA         0.121 ***     0.059 *      0.024 **
    MAR_BLB        0.124 ***    -0.063 *     -0.018
    MAR_SAM        0.176 ***    -0.018        0.019 **
    MAR_LLO        0.138 ***     0.076       -0.024
    NINE_CUH       0.179 ***     0.051        0.056
    NINE_BOH       0.110 ***    -0.031        0.017
    NINE_BHB       0.119 ***     0.081       -0.007
    
                                [F.sub.is]
    
    Population     OeduH15       OeduO9      OeduJ12
    
    BC_PAC         0.044        -0.057       0.079 **
    NS_LUN         0.459 ***     0.130 *     0.335 **
    NS_MED         0.199        -0.166       0.454 ***
    NS_CSA         0.382 ***    -0.083 *     0.290 ***
    MAR_BLB        0.406 ***     0.052       0.357 **
    MAR_SAM        0.485 ***     0.087       0.344 ***
    MAR_LLO        0.547 ***    -0.060       0.190 ***
    NINE_CUH       0.585 ***     0.049       0.159 **
    NINE_BOH       0.447 ***    -0.019       0.155 ***
    NINE_BHB       0.420 ***    -0.079 *     0.202 ***
    
    P < 0.05, ** P < 0.01, *** P < 0.001
    
    TABLE 4. [F.sub.ST] values for population pairs of
    Ostrea edulis according to Weir and Cockerham (1984).
    
    Population
    ([F.sub.ST])     BC_PAC       NS_LUN       NS_MED
    
    NS_LUN           0.038
    NS_MED           0.049        0.027
    NS_CSA           0.048        0.019        0.021
    MAR_BLB          0.057        0.018        0.026
    MAR_SAM          0.041        0.028        0.050
    MAR_LLO          0.033        0.011        0.022
    MNE_CUH          0.024        0.046        0.054
    MNE_BOH          0.019        0.043        0.051
    MNE_BHB          0.038        0.037        0.040
    
    Population
    ([F.sub.ST])   NS_CSA       MAR_BLB       MAR_SAM
    
    NS_LUN
    NS_MED
    NS_CSA
    MAR_BLB        0.007 (NS)
    MAR_SAM        0.024        0.029
    MAR_LLO        0.011        0.013 (NS)     0.021
    MNE_CUH        0.046        0.054          0.038
    MNE_BOH        0.045        0.056          0.035
    MNE_BHB        0.039        0.048          0.028
    
    Population
    ([F.sub.ST])    MAR_LLO      MNE_CUH      MNE_BOH
    
    NS_LUN
    NS_MED
    NS_CSA
    MAR_BLB
    MAR_SAM
    MAR_LLO
    MNE_CUH          0.036
    MNE_BOH          0.035      0.003 (NS)
    MNE_BHB          0.026      0.023          0.019
    
    (NS): P > 0.001
    
    TABLE 5.
    Assignment of 3 samples of 10 random Ostrea edulis individuals from
    Maine using GENECLASS (MNE CUH: Candy Harbor, ME, MNE_BOH: Boothbay
    Harbor, ME, MNE_BHB: Blue Hill Bay, ME, MAR_SAM: Sambro, NS, MAR_LLO:
    Lake Lockhart, NB).
    
    Sample   Number
     Size    of Loci   (#) Classified with the Highest Probability in
    
      10        5      (4) MNE_CUH
                       (3) MNE_BOH also classified in MNE_CUH
                       (1) BOH also classified in MNE_CUH and MNE_BHB
                       (2) unclassified (P < 0.01)
    
      10        5      (2) MNE_BOH
                       (2) MNE_BOH also classified in MNE_CUH
                       (2) MNE_CUH
                       (4) unclassified (P < 0.01)
    
      10        5      (3) MNE_CUH
                       (1) MNE_BOH
                       (1) MNE_CUH also classified in MNE_BHB
                       (2) MNE_CUH also classified in MNE_BHB, MNE_BOH,
                           MAR_LLO and/or MAR_SAM
                       (3) unclassified (P < 0.01)
    
    Sample   Number
     Size    of Loci                Notes                 Real Origin
    
      10        5      No individual classified           NINE_CUH
                         outside of Maine
    
      10        5      No individual classified           MNE_BOH
                         outside of Maine
    
      10        5      20% classified outside of Maine    MNE_BHB
                         (2 re-naturalized populations)
    
    TABLE 6.
    Kin group partition of the Ostrea edulis collections.
    
                                             Probability of Seeing
                                              a Score as High or
                                              Higher in Genotype
              Population             n (1)   Randomization Trials
    
    Hatcheries
      BC_PAC: Pacific Coast, BC       30            <1%
      NS_LUN: Lunenburg, NS           68            <1%
      NS_MED: Port Medway, NS         39            <1%
      NS_CAS: Cape Sable, NS         123            <1%
    Maritimes naturalized
      MAR_BLB: Blind Bay, NS          31            <1%
      MAR_SAM: Sambro, NS             34           NS (50%)
      MAR_LLO: Lake Lockhart, NB     139            <3% (2)
    Maine naturalized
      MNE_CUH: Cundy Harbor, ME       78           NS (65%)
      MNE_BOH: Boothbay Harbor, ME    78           NS (16%)
      MNE_BHB: Blue Hill Bay, ME      64              5%
    
    (1) Sample size
    
    (2) Probability estimated on 1,000 randomization
    trials, as opposed to 100 in the other collections
    
    COPYRIGHT 2006 National Shellfisheries Association, Inc.
    No portion of this article can be reproduced without the express written permission from the copyright holder.
    Copyright 2006, Gale Group. All rights reserved. Gale Group is a Thomson Corporation Company.

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    Author:Kenchington, Ellen L.
    Publication:Journal of Shellfish Research
    Geographic Code:1CNOV
    Date:Aug 1, 2006
    Words:7628
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