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A survey of genetic changes and search for sex-specific markers by AFLP and SAMPL in a breeding program of Chinese shrimp (Penaeus chinensis).


ABSTRACT Amplified fragment length polymorphism Amplified fragment length polymorphism PCR, or "AFLP-PCR" (often AFLP), is a tool used in the study of genetics and in the practice of genetic engineering.

Amplified Fragment Length Polymorphism (AFLP
 (AFLP) and selective amplified microsatellite See miniaturized satellite.  polymorphic loci (SAMPL) were used for a survey of genetic changes over three generations and search for sex-specific markers in a breeding program of Chinese shrimp Penaeus chinensis. For genetic survey, a total of 247 and 140 clearly defined bands from 6 AFLP and 4 SAMPL primer sets, respectively, were generated. Both estimated percentage of polymorphic loci (ranging from 41.3% to 47.8%) and average gene diversity (ranging from 0.168 to 0.190) were not significantly different from each other among generation samples, suggesting no significant change at level of genetic variation by AFLP and SAMPL analysis. Despite the frequency change of band-presence 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.
 at all loci over generations showed no clear and traceable patterns, the values of genetic distances and identities between founder stock and sequential generations reflected the accumulation of genetic changes over generations, probably due to isolation and selection. Analysis of molecular variance Analysis of molecular variance (AMOVA), is a statistical model for the molecular variation in a single species, typically biological.[1] The name and model are inspired by ANOVA. The method was developed by Laurent Excoffier at Rutgers University in 1992.  (AMOVA) and pairwise [[PHI].sub.PT] statistics of AFLP and SAMPL data indicated that significant genetic variation was distributed among generation samples (P < 0.01). The use of more variable markers may help further examination of genetic change over generations in more details. Search for sex-specific markers with AFLP and SAMPL loci in this study failed to detect any putative markers, despite 2,110 bands in total were generated through extensive screening with 25 AFLP and 16 SAMPL primer pairs. The inability in detection of sex-specific markers may be due to any of several reasons such as weak correlation between the genotypic and phenotypic sex, high genetic diversity in sex-related regions, or just lack of enough number of loci for screening.

KEY WORDS: shrimp, Penaeus chinensis, AFLP, SAMPL, genetic changes, sex-specific markers

INTRODUCTION

The Chinese shrimp, Penaeus chinensis, has been an important species for the shrimp fishery for many decades in China (Yu & Chan 1986). Its 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.  has developed rapidly since the success of artificial propagation in early 1980s and the production reached 200,000 tons per year in the early 1990s (Wang et al. 1997). Unfortunately, the extensive outbreaks of shrimp diseases (mainly white spot syndrome white spot syndrome

a baculovirus complex with probably three baculoviruses involved; clinical signs include a loose cuticle with white or reddish-brown spots; 100% mortality in 3-10 days not uncommon in Penaeus monodon, P. japonicus, P. chinensis, P.
 virus, WSSV WSSV White Spot Syndrome Virus ) in 1993, and the following few years resulted in significant decline in production in those intensive production areas. The development of disease-resistant strains of Chinese shrimp represents a major task for the scientific and aquaculture community.

A selection program aimed to develop disease resistance (mainly to WSSV) strains was initiated in 1998, and mass selection has been conducted for three generations (a higher survival rate than that in control was observed). For a breeding program, it is usually important that not only the phenotypic performance of the selected strain be closely checked, but also genetic changes over generations be monitored carefully. A major concern for selected populations is possible loss of genetic variability and 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).  (Allendorf & Ryman 1987, Hedgecock & Sly 1990, Hedgecock et al. 1992, Gaffney et al. 1992). Loss of genetic variation reduces response to selection and severe inbreeding may lead to poor survival and slow growth (Virjenhoek et al. 1990, Launey & Hedgecock 2001).

Shrimp still remains among the list of aquatic animals in which little is known about sex differentiation and determination. Although significant difference in growth rate exists between female and male, as with many other species, no sex chromosomes has been detected yet (Xiang et al. 1993), and no sex-specific genetic marker genetic marker
n.
A gene phenotypically associated with a particular, easily identified trait and used to identify an individual or cell carrying that gene.
 has been reported in P. chinensis.

Advances in molecular biology molecular biology, scientific study of the molecular basis of life processes, including cellular respiration, excretion, and reproduction. The term molecular biology was coined in 1938 by Warren Weaver, then director of the natural sciences program at the Rockefeller  have provided various polymorphism techniques for study of genetic variation and search for genetic markers linked to specific traits. Amplified fragment length polymorphism (AFLP, Vos et al. 1995) is a popular polymorphism system that combines the advantages of RFLP RFLP
abbr.
restriction fragment length polymorphism



RFLP

restriction fragment length polymorphism.

RFLP 
 and PCR PCR polymerase chain reaction.

PCR
abbr.
polymerase chain reaction


Polymerase chain reaction (PCR) 
, with no requirement of prior sequence characterization of the target genome. The number of polymorphisms detected and the level of fingerprint reproducibility per reaction is much higher than that revealed by most of the other PCR-based methods because of its simultaneous coverage of many loci in a single assay. Selective amplified microsatellite polymorphic loci (SAMPL) analysis (Witsenboer et al. 1997) is a modification of AFLP methodology, which utilizes the same template 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.
 as that of AFLP. However, the selective amplification uses one of the AFLP primers in combination with a specially designed SAMPL primer. The SAMPL primer essentially comprises of a compound microsatellite sequence, and such a SAMPL primer design ensures preferential amplification of microsatellite-like sequences.

In this study, AFLP and SAMPL have been used for analyzing genetic changes over generations of a selected strain of P. chinensis. At the same time, a search for sex-specific markers was conducted for potential identification of markers associated with sex differentiation and determination, using these two marker systems.

MATERIALS AND METHODS

Sample Collection and DNA Isolation

Thirty-six individuals representing four generations sample (9 from each generation randomly) were obtained from Yellow Sea Institute of Fisheries Research, Chinese Academy of Fisheries Sciences. Four generations were designated as [G.sub.0], [G.sub.1], [G.sub.2], and [G.sub.3], respectively. [G.sub.0] sample was the founder stock for selection, which was the progeny of several hundreds of wild shrimp captured in Weihai waters, the Yellow Sea, China. Mass selection was conducted with disease challenge for 3 generations ([G.sub.1] through [G.sub.3]). Briefly, about 200 mature females and males (roughly equal number of each sex) from [G.sub.0] were used to reproduce in a local 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.
. These females with an attached spermatophore sper·mat·o·phore  
n.
A capsule or compact mass of spermatozoa extruded by the males of certain invertebrates and primitive vertebrates and directly transferred to the reproductive parts of the female.
 were separated for egg release and fertilization to build the next generation ([G.sub.1]. Juvenile shrimp were grown in local shrimp ponds until maturation. One year later, about the same number of females and males were selected from [G.sub.1] and mated to establish [G.sub.2] in the same hatchery. The same work was repeated for the establishment of the [G.sub.3] population.

Genomic DNA was extracted from muscle using the method described by Aljanabi and Martinez (1997). DNA samples were checked by agarose gel electrophoresis Agarose gel electrophoresis is a method used in biochemistry and molecular biology to separate DNA, RNA, or protein molecules by size. This is achieved by moving negatively charged nucleic acid molecules through an agarose matrix with an electric field (electrophoresis). , and their concentrations were determined with Beckman-spectrophotometer (Model DU 520, Beckman). For search of sex-specific markers, two separate pools consisting of DNAs from four females and five males, respectively, were used to minimize possible effects of individual variation and improve efficiency of screening process.

AFLP Analysis

AFLP procedure was performed as described by Vos et al. (1995). Genomic DNAs were digested with EcoRI and MseI, and ligated with relevant adaptors overnight at room temperature. Pre-selective amplification was performed using primers with one selective base at their 3' end (E-A E-A E-answers  and M-C). For genetic survey, 6 pairs of selective primers, each containing 3 selective nucleotides at their 3'end, were used for selective PCR. The 6 selective primer pairs were E-AAG/M-CCT, E-AAG/M-CTG, E-AAG/M-CAC, E-AAG/M-CGA, E-ACG/M-CTC, and E-ACG/M-CCT, respectively. For the search of sex-specific markers, 25 AFLP (5 EcoRI primers x 5 MseI primers) primer pairs were used. The 5 EcoRI primers included E-AAC, AAG AAG Association of American Geographers (Washington, DC)
AAG Assistant Attorney General
AAG Asociación Argentina de Golf
AAG Anti-Aircraft Gun
AAG Assistant Adjutant General
AAG Australian Association of Gerontology
, ACA ACA - Application Control Architecture , ACC See adaptive cruise control. , and ACG ACG American College of Gastroenterology; angiocardiography; apexcardiogram.
AcG accelerator globulin (coagulation factor V).

AcG

accelerator globulin (clotting factor V).
, and 5 MseI primers were M-CAC, CCT CCT Circuit
CCT Commission Canadienne du Tourisme (Canadian Tourism Commission)
CCT Correlated Color Temperature
CCT Common Customs Tariff (EU)
CCT Certificate of Completion of Training
, CGA (Color/Graphics Adapter) The first video display standard for the IBM PC. This low-resolution system was superseded by EGA and then VGA. CGA required a digital RGB Color Display monitor. See PC display modes.

CGA - Color Graphics Adapter
, CTC CTC - Cornell Theory Center , and CTG CTG Cartridge
CTG Center for Technology in Government (SUNY, Albany, New York)
CTG Center for Technology in Government
CTG Computer Task Group (IT consulting company; Buffalo, NY, USA) 
, respectively.

With the addition of an equal volume of sequencing dye (98% formamide, 10 mM EDTA EDTA: see chelating agents. , 0.025% xylene cyanol, 0.025% bromophenol blue), PCR products obtained in the selective reaction were denatured de·na·ture  
tr.v. de·na·tured, de·na·tur·ing, de·na·tures
1. To change the nature or natural qualities of.

2.
 at 95 [degrees]C for 5 min, and then immediately cooled on ice for at least 5 min. A 2.5 [micro]L of each sample was loaded on a denaturing polyacrylamide pol·y·a·cryl·a·mide  
n.
A white polyamide, (-CH2CHCONH2-), related to acrylic acid.



[poly- + acryl(ic acid) + amide.
 (6%) gel and run at 60 W. After silver staining (Bassam et al. 1991), bands were visualized under white-illumination. The developed gels were dried at room temperature for 24 h before scoring the bands.

SAMPL Analysis

SAMPL procedures used here were the same as that of AFLP, described earlier in the section of AFLP Analysis, except that SAMPL primers replaced MseI primers in the selective amplifications (Witsenboer et al. 1997). For genetic survey, 4 selective primer pairs were used, which included E-AAG/SAM01, E-AAG/ SAM02, E-ACG/SAM01, and E-ACG/SAM02, respectively (Table 1). For the search of sex-specific markers, 16 (3 EcoRI and 1 MseI primers x 4 SAMPL primers) primer pairs were used. They were E-AAC, AAG, ACG and M-CGA, and 4 SAMPL primers, respectively (see Table 1).

Data Analysis

AFLP and SAMPL profiles were scored manually as "1"s (band presence) or "0"s (band absence). Two assumptions were made: (l) bands come from independent nuclear loci and do not migrate to the same position on gel; and (2) each band represents a dominant genotype at a locus, where lack of the same band in another individual correspond to the alternative homozygous ho·mo·zy·gous
adj.
Having the same alleles at one or more gene loci on homologous chromosome segments.


Homozygous
Identical genes controlling a specified inherited trait.
 recessive recessive /re·ces·sive/ (re-ses´iv)
1. tending to recede; in genetics, incapable of expression unless the responsible allele is carried by both members of a pair of homologous chromosomes.

2.
 genotype in the Hardy-Weinberg equilibrium (Lynch & Milligan 1994).

The unbiased estimator of Lynch and Milligan (1994) was used to estimate frequency of two alleles (1 and 0) at each locus and expected 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.
 with combined AFLP and SAMPL data was calculated accordingly. Pairwise genetic distances and genetic identities were calculated with two data sets jointly using POPGENE (Yeh et al. 1999). AMOVA and pairwise [[PHI].sub.PT] statistics of AFLP and SAMPL data were conducted to determine genetic difference of the generations with GenA1Ex V5 (Peakall & Smouse 200 l).

RESULTS

In genetic survey, six AFLP primer combinations and four SAMPL primer pairs generated 247 and 140 clearly defined bands, respectively, averaging 41.2 bands per primer pair for AFLP and 35.0 bands for SAMPL. Most amplified profiles were highly specific and reproducible, and ambiguous bands were excluded from further analysis. The size of most scored bands ranged from 100 to 400 bp. The percentage of polymorphic loci and average gene diversity (Nei et al. 1975) with combined AFLP and SAMPL data ranged from 41.3 to 47.8% and from 0.168 to 0.190, respectively (Table 2), which were not significantly different from each other (Chi-test, P = 0.56 and 0.99, respectively), suggesting no significant change in the level of genetic variation by AFLP and SAMPL. The frequency change of band-presence allele at all loci over generations showed no clear and traceable patterns.

The genetic distances and genetic identities with combined data sets among generations are shown in Table 3. Clearly, the values of distances or identities between Go and other generations increased or decreased over successive order accordingly, reflecting the accumulation of genetic changes over generations. AMOVA results from both data sets showed that significant genetic variation was distributed among generation samples (P < 0.01), with percentages of total variance of 17% and 26%, respectively, among generations for AFLP and SAMPL data (Table 4). Furthermore, pairwise [[PHI].sub.PT] statistics in both data sets indicate that significant genetic difference occurred between any neighbor generation pair and increased over sequential generation order (Table 5).

With respect to the search of sex-specific marker, 2,110 bands in total were generated with AFLP and SAMPL, but unfortunately, analysis and comparison showed that no putative sex-specific band was identified for both sexes in the two marker systems.

DISCUSSION

Genetic Changes over Generations

While AFLP has been extensively used in the studies of genetic diversity of populations, germplasms, cultivars, and strains for plants, it has recently been applied to similar researches in aquatic animals (Seki et al. 1999, Moore et al. 1999, Miller et al. 2000, David et al. 2001). AFLP is considered very efficient at revealing genetic difference due to its ability to screen polymorphism on genome scale despite lower average heterozygosity (Vos et al. 1995, Maguire et al. 2002). SAMPL is a novel approach that emerged recently for genetic studies and shown useful in plants. Although based on small sample sizes, the similar estimation of average percentage of polymorphic loci and gene diversity of four samples indicated that no significant change at level of genetic variation was observed among generations by AFLP and SAMPL analysis. This maintenance of genetic variation level is likely due to the large size of founder population and the reproduction populations used in the following generations. It could help reduce the adverse effects of genetic drift genetic drift: see genetics.
genetic drift

Change in the pool of genes of a small population that takes place strictly by chance. Genetic drift can result in genetic traits being lost from a population or becoming widespread in a population without
, selection, and inbreeding that may occur in a breeding program. This result should be contributed by the fact that AFLP's advantage of comprehensive evaluation of multi polymorphic loci on genome range compensated the effect of the small sample size. With AFLP, Seki et al. (1999) detected significant and clear genetic difference among three Ayu Plecoglossus altivelis populations (8 fish per sample) by using 19 primer combinations; and significant difference in average heterozygosity for three samples were also found. Similarly, it was confirmed that multilocus RAPD RAPD Randomly Amplified Polymorphic DNA
RAPD relative afferent pupillary defect (ophthalmology; aka Marcus-Gunn Pupil) 
 (6 random primers) detected very similar molecular differentiation among blacklip abalone abalone (ăbəlō`nē), popular name in the United States for a univalve gastropod mollusk of the genus Haliotis, members of which are also called ear shells, or sea ears, as their shape resembles the human ear.  Haliotis rubra populations in small sample size (10 animals per sample) as revealed by microsatellites (Huang et al. 2000).

Usually, heterozygosity level and allele diversity shift are considered as indicators for genetic changes of populations under selection or culture. Sbordoni et al. (1986) examined genetic diversity with 20 allozyme loci for sequential hatchery generations in P. japonicus, noticing progressive reduction of heterozygosity from 0.102 down to 0.039 in samples from generation F1 through F6. However, Cruz et al. (2004) found that high heterozygosities (in 2 microsatellite loci) were still maintained through two generations of the Pacific white shrimp Litopenaeus vannamei under selection. Nevertheless, three studies of penaeids species have reported lower numbers of alleles at microsatellite loci in cultured populations than in wild or founder stocks (Wolfus et al. 1997, Bierne et al. 2000, Xu et al. 2001). In molluscan mol·lus·can also mol·lus·kan  
adj.
Of or relating to the mollusks.

n.
A mollusk.
, similarly, several studies showed that no association was observed between selection or culture and loss of heterozygosity Loss of heterozygosity (LOH) in a cell represents the loss of one parent's contribution to part of the cell's genome. LOH can arise via several pathways, including deletion, gene conversion, mitotic recombination and chromosome loss.  in the Pacific oyster Crassostrea gigas (Hedgecock & Sly 1990), hard clam Mercenaria mercenaria (Dillon & Manzi 1987) and American oyster C. virginica (Vrijenhoek et al. 1990, Yu & Guo 2004). However, the reduction of allele number in these selected populations was commonly observed (Dillon & Manzi 1987, Vrijenhoek et al. 1990, Yu & Guo 2004). Obviously, loss of genetic variation resulted from genetic drift, bottlenecks, selection, and inbreeding caused by a reduced effective population size.

Despite no significant change in the level of genetic variation was observed through AFLP and SAMPL analysis, it is risky to say that no significant change at level of genetic variation occurred at all. Because allele diversity change, which is another indicator of genetic changes, could not be detected via these two methods. From the literature mentioned above, one can see that the two indicators do not match in many cases. Therefore, for more details of genetic change over generations, further studies using microsatellite or allozyme markers will be helpful and necessary. Recently, some microsatellites have been developed for Chinese shrimp (Liu et al. 2004) and could be used for further analysis of this breeding program.

Because isolation and selection of stocks may lead to deterioration via inbreeding and reduction of effective population size, genetic changes should be monitored carefully following operation of selection. Despite complicated frequency change of bandpresence allele and unavailability of traceable patterns of polymorphic loci over generations in this study, AFLP and SAMPL did screen out occurrence of difference over generation samples. As indicated by genetic distances, identities and result of AMOVA, isolation and selection caused the accumulation of genetic changes over sequential generations.

From AMOVA of SAMPL data, it was noted that estimation of percentage of total variance distributed among generations was higher than that in AFLP data (26% vs. 17%), so was from pair-wise [[PHI].sub.PT] statistics of SAMPL. This difference was very likely due to the characters of polymorphism from SAMPL. Theoretically, SAMPL screens 4 types of polymorphisms: (1) codominant co·dom·i·nant
adj.
Of or relating to an equal degree of dominance of two genes, both being expressed in the phenotype of the individual.
 microsatellite polymorphisms, which resulted from the number variation of repeat units repeat units

see repeat dna.
 within microsatellites targeted by the microsatellite-anchor primers; (2) presence/absence-style polymorphisms arising from variation of the annealing annealing (ənēl`ĭng), process in which glass, metals, and other materials are treated to render them less brittle and more workable.  sites for the microsatellite-anchor primer; (3) codominant polymorphisms originating from insertion/deletions in amplified fragments; and (4) presence/absence-style polymorphisms originating from variation in restriction sites (Yang et al. 2001). Whereas type 2 and 4 could be detected as dominant polymorphism, type 1 and 3 may cause incorrect scoring information due to their codominant nature, and then magnified the difference among samples involved to some extent. In addition, another reason responsible for this difference could be the smaller data size (140 bands) in SAMPL than that in AFLP (247 bands).

Search for Sex-specific Markers

Understanding the mechanism of sex determination and differentiation is important for study of shrimp biology and aquaculture practices. Although recently Li et al. (2003) mapped sex-linked markers on the maternal linkage map in Kuruma prawn prawn: see shrimp.  P. japonicus and implied that the female may be the heterogametic sex heterogametic sex

the sex which produces gametes containing dissimilar sex chromosomes, i.e. males in all mammalian species.
 in this species, search for sex-specific markers with AFLP and SAMPL loci in current study has failed to detect any putative markers, despite extensive screening with 25 AFLP and 16 SAMPL primer pairs (2,110 bands in total were generated). Previously, attempts to detect sex-specific markers in Atlantic salmon Atlantic salmon

Oceanic trout species (Salmo salar), a highly prized game fish. It averages about 12 lbs (5.5 kg) and is marked with round or cross-shaped spots. Found on both sides of the Atlantic Ocean, it enters streams in the fall to spawn.
 (Salmo salar) and green spotted pufferfish pufferfish Fugu rubripes, fugu Toxicology A raw fish delicacy; some tissues–intestine, liver, ovaries, skin, have a high concentration of tetrodotoxin, a sodium channel blocker and very potent toxin; it blocks the neuromuscular junction, causing  (Tetraodon nigroviridis) with RAPD, AFLP, and RDA RDA
abbr.
recommended daily allowance


Recommended Dietary Allowance (RDA)
The Recommended Dietary Allowances (RDAs) are quantities of nutrients in the diet that are required to maintain good health in people.
 (representational difference analysis Representational Difference Analysis (RDA) is a technique used in biological research to find differences in two genomic or cDNA samples. Genomes or cDNA sequences from two samples (i.e. ) were made, but were not successful (McGowan & Davidson 1998, Li et al. 2002). Sex determination in crustacean crustacean (krŭstā`shən), primarily aquatic arthropod of the subphylum Crustacea. Most of the 44,000 crustacean species are marine, but there are many freshwater forms.  has been studied for the last 2 decades (Malecha 1983, Legrand et al. 1987, Benzie 1998, Hulata 2001), with the exception of decapods. Lack of sex chromosome differentiation in penaeids has been observed, and no environmental factors of sex determination have ever been reported (Korpelainen 1990). As mentioned earlier, karyotype analysis detected no dimorphic dimorphic

see dimorphic fungus.
 pair of chromosomes, and it may imply absence of sex chromosomes or their weak differentiation in P. chinensis genome. The inability to detect of sex-specific markers in this kind of limited search could be due to any of the following reasons: very weak correlation between the genotypic and phenotypic sex due to modifiers, high genetic diversity in sex-related regions on genome among the individuals studied, or biallelic and autosomal Autosomal
Relating to any chromosome besides the X and Y sex chromosomes. Human cells contain 22 pairs of autosomes and one pair of sex chromosomes.

Mentioned in: Ataxia-Telangiectasia, Cutis Laxa, Hemochromatosis
 nature of sex-determining genes (Li et al. 2002, McGowan & Davidson 1998). Of course, it could not be ruled out that the number of loci used in this search may not be enough to screen out the sex-specific markers, if there is any. More work is needed before we come to any conclusion.
TABLE 1.

Sequences of the four SAMPL primers used in this study.

Primer    Sequence

SAM01:    5'-KKVRVRVCTCTCTCTCTCT-3'
SAM02:    5'-KKRVRVRTCTCTCTCTCTC-3'
SAM03:    5'-KKRYRYRACACACACACAC-3'
SAM04:    5'-KKHVHVHTGTGTGTGTGTG-3'

K = G or C; R = A or G; Y = C or T; H = A or C or T; V = A or C or G.

Table 2.

Average percentage of polymorphic loi and Nei's (1973) gene
diversity with combined AFLP and SAMPL data.

                                 [G.sub.0]   [G.sub.1]

Percentage of polymorphic loci      41.3       45.7
Nei's gene diversity                 0.168      0.183

                                  [G.sub.2]    [G.sub.3]

Percentage of polymorphic loci      43.4         47.8
Nei's gene diversity                  0.173       0.190

TABLE 3. Nei's (1978) genetic distances (below diagonal) and genetic
identities (above diagonal) among generations with joint AFLP and
SAMPL data.

             [G.sub.0]    [G.sub.1]    [G.sub.2]    [G.sub.3]

[G.sub.0]       --         0.9187       0.8797       0.8652
[G.sub.1]     0.0848         --         0.9415       0.9161
[G.sub.2]     0.1282       0.0603         --         0.9294
[G.sub.3]     0.1448       0.0876       0.0732         --

TABLE 4.

Analysis of molecular variance of AFLP and SAMPL in
4 generations.

         Source of                                 %
Data     Variation             df    Variance    Total

AFLP     Among generations      3      4.66       17
         Within generations    32     23.54       83
SAMPL    Among generations      3      3.85       26
         Within generations    32     10.96       74

          [PHI]
         Statis-      P
Data      tics      Value

AFLP      0.165     0.001

SAMPL     0.260     0.001

Table 5.

Pairwise [[PHI].sub.PT] statistics of AFLP (below diagonal) and SAMPL
(above diagonal) in generations. P value in parenthesis.

               [G.sub.0]       [G.sub.1]

[G.sub.0]          --       0.281 (0.001)
[G.sub.1]   0.118 (0.001)        --
[G.sub.2]   0.202 (0.001)   0.106 (0.001)
[G.sub.3]   0.257 (0.001)   0.177 (0.001)

               [G.sub.2]       [G.sub.3]

[G.sub.0]   0.406 (0.001)   0.410 (0.001)
[G.sub.1]   0.066 (0.067)   0.182 (0.002)
[G.sub.2]         --        0.135 (0.008)
[G.sub.3]   0.106 (0.005)         --


ACKNOWLEDGMENTS

The authors thank Mr. B.W. Liu and D. R. Hu for their assistance with DNA extraction and Mr. Sean Boyd for English review. This work was supported by an 863 project of Ministry of Science and Technology of China (2001 AA620105) and funded by the Key Laboratory of Mariculture mariculture

marine aquaculture.
 of Ministry of Education, Ocean University of China.

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n.
One member of a pair or series of genes that occupy a specific position on a specific chromosome.



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Xu, Z., J. H. Primavera pri·ma·ve·ra 1 or pri·ma ve·ra  
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See : Aphrodisiacs


lupin

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LIUSUO ZHANG, (1) XIAOYU KONG, (1) ZINIU YU, (1) * JIE JIE Journal of Industrial Ecology
JIE Journal of International Economics
JIE Japan Institute of Energy
JIE Journal of Integral Equations and Applications
JIE Jamaica Institution of Engineers
JIE Josephson Institute of Ethics
JIE Journal in Education
 KONG, (2) AND LIMEI CHEN Chen - Peter Chen  (1)

* Corresponding author. E-mail: carlzyu@ouc.edu.cn

(1) The Key Laboratory of Mariculture of Ministry of Education, Ocean University of China, Qingdao 266003, People's Republic of China and (2) Yellow Sea Institute of Fisheries Research, Chinese Academy of Fisheries Science, Qingdao 266071, People's Republic of China
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Author:Chen, Limei
Publication:Journal of Shellfish Research
Date:Dec 1, 2004
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