Study on heritability of growth in the juvenile sea urchin, strongylocentrotus nudus.ABSTRACT The heritability heritability /her·i·ta·bil·i·ty/ (her?i-tah-bil´i-te) the quality of being heritable; a measure of the extent to which a phenotype is influenced by the genotype. her·i·ta·bil·i·ty n. 1. of growth of juvenile Strongylocentrotus nudus was analyzed using quantitative genetic methods. Twenty-one half-sib groups and 60-63 full-sib groups of juveniles were obtained by artificial fertilization of 3-5 females by single males based on a nested design. The body weight (g) and test diameter (cm) of the young were measured 3 and 5 mo after metamorphosis. Maternal component estimates are significantly greater than paternal component estimates for both weight and diameter at both ages. Greater maternal components suggest large nonadditive genetic effects that could not be differentiated with the available data. Estimates of heritability in the narrow sense calculated from the additive genetic component using a paternal half-sib correlation analysis ranged from 0.2167 to 0.4565 for weight and 0.2059 to 0.4998 for diameter. The results indicate significant maternal effects. The strength of the nested design and the paternal haft-sib correlation analysis used in this study make the estimate the most precise and unbiased reported to date. KEY WORDS: growth, heritability, sea urchin sea urchin, spherical-shaped echinoderm with movable spines covering the body. The body wall is a firm, globose shell, or test, made of fused skeletal plates and marked by regularly arranged tubercles to which the movable spines are attached. , Strongylocentrotus nudus INTRODUCTION Sea urchins are one of the most important 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. species in the world. The gonads have long been used as a luxury food and as a food source by common people in many countries (Hagen 1996, Hobson et al. 1990, Shimabukuro 1991). Because of over fishing, interest in aquaculture of sea urchins has greatly increased (Hagen 1998, Lawrence 2001). One of the most important species for aquaculture is Strongylocentrotus nudus (Agatsuma 1998, Hagen 1996). Current culture of S. nudus has used seeds obtained from wild individuals (Gao and Chang 1999, Liao and Qiu 1999). Analysis of populations of S. nudus in Japanese waters show considerable range in size of small individuals, presumably pre·sum·a·ble adj. That can be presumed or taken for granted; reasonable as a supposition: presumable causes of the disaster. of single cohorts (Agatsuma 1997). This could result from interaction of genetic characteristics and the environment. Vadas et al. (2002) found evidence for intrinsic variability in field populations of Strongylocentrotus droebachiensis. It is important to document the degree of heritability of growth in sea urchins because of its implications for both fisheries and aquaculture. Demonstration of heritability is best done with comparisons of half-sib groups because they are less likely to be affected by environmental influence (Gjedrem 1992). Sib analysis techniques have been used for a variety of important aquaculture species (Benzie et al. 1997, Crenshaw cren·shaw also cran·shaw n. A variety of winter melon (Cucumis melo var. inodorus) having a greenish-yellow rind and sweet, usually salmon-pink flesh. [Origin unknown.] et al. 1991, Hadley et al. 1991, Newkirk et al. 1977, 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 et al. 1986, Rawson and Hilbish 1990). The purpose of the current study was to estimate heritability of growth in terms of body weight and diameter of juvenile S. nudus. MATERIALS AND METHODS Experimental Design This study used a classic nested mating design developed by Comstock and Robinson (1952) to partition the phenotypic variation in juvenile growth into its genetic and nongenetic causes. In this experiment, each of 21 male S. nudus was mated to 3-5 females, therefore generating 63 full-sib families and 21 half sib families. The effects of males and females nested within males on growth were separated using nested analysis of variance (ANOVA anova see analysis of variance. ANOVA Analysis of variance, see there ). Juveniles were weighed and their diameters measured at 3 and 5 mo of age. Genetic Analysis The covariance Covariance A measure of the degree to which returns on two risky assets move in tandem. A positive covariance means that asset returns move together. A negative covariance means returns vary inversely. among full- and half-sibs provides the basis for the separation of phenotypic variance into genetic and environmental components of variance. The covariance among full- and half sibs are calculated from the observed components of variance obtained from a three-level nested, unbalanced ANOVA (Table 1) and the General Linear Models procedure of the Statistical Analysis System (SAS (1) (SAS Institute Inc., Cary, NC, www.sas.com) A software company that specializes in data warehousing and decision support software based on the SAS System. Founded in 1976, SAS is one of the world's largest privately held software companies. See SAS System. ) (Freund et al. 1986). The experiment was a three-level classic nested, unbalanced design. Therefore, the number of offspring in dams and in sires and in dams within sires should revise ("revise" means adjust). The Effective Means were computed using the equations: Effective mean number of offspring in dams within sires: [K.sub.1] = [N - [summation summation n. the final argument of an attorney at the close of a trial in which he/she attempts to convince the judge and/or jury of the virtues of the client's case. (See: closing argument) of]([n.sup.2.sub.ij]/[dn.sub.i]]/(D - S) Effective mean number of offspring in dams: [K.sub.2] = [[summation of]([n.sup.2.sub.ij]/[dn.sub.i]] - [summation of]([n.sup.2.sub.ij]/N)]/(S - 1) Effective mean number of offspring in sires: [K.sub.3] = (N - [summation of][dn.sup.2.sub.i]/N)/(S - 1) in which S = number of sires, D = number of dams, [n.sub.ij] = number of offspring of the i-th sire and j-th dam, [dn.sub.1] = number of offspring of i-th sire, and N = sum of number of offspring of all sires or all dams. The phenotypic variance ([V.sub.P]) was separated into the additive genetic variance ([V.sub.A]), nonadditive genetic variance ([V.sub.N]), and environmental variance ([V.sub.E]), and the environmental variance ([V.sub.E]) was separated into the common environmental variance ([V.sub.EC]) and the specific environmental variance ([V.sub.ES]) using the standard separation of variance components (Falconer Falconer prison where former professor Farragut, who had killed his brother, witnesses the torments and chaos of the penal system. [Am. Lit.: Cheever Falconer in Weiss, 151] See : Imprisonment 1989). The causal components of variance were estimated from the full- and half-sib covariance using the relationships in Table 2. Heritabilities were computed using the relationships: [h.sup.2] = [V.sub.A]/ [[V.sub.A] + [V.sub.NA] + [V.sub.E]] Thus, heritabilites in the narrow sense of paternal half-sib and maternal half-sib and full-sib were computed using the respective relationships: [h.sup.2.sub.HS(S)] = 4 x [[sigma].sup.2.sub.S]/([[sigma].sup.2.sub.S] + [[sigma].sup.2.sub.D] + [[sigma].sup.2]) [h.sup.2.sub.HS(D)] = 4 x [[sigma].sup.2.sub.D]/ ([[sigma].sup.2.sub.S] + [[sigma].sup.2.sub.D] + [[sigma].sup.2]) [h.sup.2.sub.FS(D/S D/S Downstream D/S Duty Station D/S Duration of Status (immigration) D/S Dominance and Submission D/S Downsize D/S Design Standard D/S Dynamic/Static D/S Digital to Synchro )] = 2 x ([[sigma].sup.2.sub.S] + [[sigma].sup.2.sub.D])/([[sigma].sup.2.sub.S] + [[sigma].sup.2.sub.D] + [[sigma].sup.2]) Test of significant of heritability: t = [h.sup.2]/[[sigma].sub.h.sup.2] Paternal half-sib: [MATHEMATICAL EXPRESSION A group of characters or symbols representing a quantity or an operation. See arithmetic expression. NOT REPRODUCIBLE IN ASCII ASCII or American Standard Code for Information Interchange, a set of codes used to represent letters, numbers, a few symbols, and control characters. Originally designed for teletype operations, it has found wide application in computers. .] Maternal half-sib: [MATHEMATICAL EXPRESSION NOT REPRODUCIBLE IN ASCII.] Full-sib: [MATHEMATICAL EXPRESSION NOT REPRODUCIBLE IN ASCII.] Experimental Animal Collection and Maintenance Parental S. nudus were taken from a cultured population in Dalian Bay Dalian Bay (also spelled Talien Bay) is a roughly rectangular arm of the Korea Bay, oriented long side parallel to the land due south-east of the modern port city of Dalian, and serving as the roadstead for the harbor. on the northern coast of the Yellow Sea on 10 September 2001. These individuals were held at 18-22[degrees]C under 500 lx illumination and fed Laminaria japonica Laminaria japonica, n See kelp. ad libitum ad libitum without restraint. ad libitum feeding food available at all times with the quantity and frequency of consumption being the free choice of the animal. for 32 days before spawning on 12 October 2001. Fertilization Individuals were removed from the aquaria a·quar·i·a n. A plural of aquarium. and allowed to drain for 30 min before 1 mL 0.5 M KCI KCI Kansas City International (airport) KCI Kennel Club of India KCI Key Club International KCI Korea Concrete Institute KCI Kitchener Collegiate Institute KCI Kids Central, Inc. KCI The Kitchen Collection, Inc. KCI Kodak Canada Inc. was injected into the coelomic cavity via the peristomial per·i·stome n. 1. Botany A fringe of toothlike appendages surrounding the mouth of a moss capsule. 2. Zoology The area or parts around the mouth in certain invertebrates. membrane. They were placed on the tops of flasks filled with seawater seawater Water that makes up the oceans and seas. Seawater is a complex mixture of 96.5% water, 2.5% salts, and small amounts of other substances. Much of the world's magnesium is recovered from seawater, as are large quantities of bromine. , and the eggs and sperm were collected from each individual for 30-60 min. The eggs of each female were fertilized fer·til·ize v. fer·til·ized, fer·til·iz·ing, fer·til·iz·es v.tr. 1. To cause the fertilization of (an ovum, for example). 2. with sperm from a single male. Approximately 150,000 eggs from each female were placed in 100-L containers. Sperm were diluted 1000-fold (Uehara et al. 1990), and a small amount of the diluted sperm was added to the eggs. Fertilization success was examined microscopically. The fertilized eggs were washed 2-3 times to remove excess sperm. The embryos were layered on the bottom of flasks and transferred into a 50-L container to develop at 17-21[degrees]C at a density of 4-5 individuals/mL. Normal plutei developed in 30-35 h (Rahman et al. 2000, Rahman et al. 2001). Rearing The larvae Larvae, in Roman religion Larvae: see lemures. were transferred to 100-L containers of filtered seawater at 16[degrees]C. Densities of larvae from the 2-arm to the 8-arm stage were maintained at 1-2 individuals/mL. The water was changed twice daily. The larvae were fed Chaetoceros gracilis. Light was maintained at <300 lx. A small amount of air was bubbled into the water. After three months the juveniles from each fertilization group were placed separately into plastic cages suspended in a large pool. The ,juveniles were fed fresh Laminara japonica japonica (jəpŏn`əkə): see quince; camellia. . The cages were changed every 2 mo. The juveniles were weighed and their diameter measured at ages 3 and 5 mo. RESULTS Growth: Increase in Body Weight and Test Diameter Mean and standard deviation In statistics, the average amount a number varies from the average number in a series of numbers. (statistics) standard deviation - (SD) A measure of the range of values in a set of numbers. of the increase in body weight and test diameter of offspring at 3 and 5 mo of age are given in Table 3. Analysis of Variance of Body Weight and Test Diameter of Offspring Analysis of variance demonstrated great differences in body weight and diameter of juveniles from different females mated with the same male and between males at both 3 and 5 mo of age (Table 4). Effective mean number of offspring for sires and dams after 3 mo was computed as follows: effective mean number of offspring in dams within sire is [K.sub.1] = 34.689, in dams is [K.sub.2] = 38.821, and in sires is [K.sub.3] = 107.719. Effective mean number of offspring for sires and dams after 5 mo was computed as follows: [K.sub.1] = 33.505, [K.sub.2] = 36.831, and [K.sub.1] = 109.268. The causal components of variance were estimated from the full- and half-sib covariance using the relationships in Table 5. Estimations of Heritability of Body Weight and Test Diameter of Offspring Heritabilities in the narrow sense of paternal half-sib and maternal half-sib and full-sib of body weight and diameter of 3-mo-old S. nudus were calculated on the result of component of variance and test (t = [h.sup.2]/[[sigma].sub.h.sup.2]) of significance of heritability, respectively, as shown in Table 6. All of the heritability in the narrow sense of sire half-sib and the heritability in the broad sense of dam full-sib of body weight and test diameter of S. intermedius were significantly different from zero (t-test, P < 0.01). Estimated heritability was somewhat different among the sire heritability, dam heritability, and the pooled (combined) heritability for all three traits. The estimates of dam heritability were higher than those of sire heritability, and the pooled (combined) heritability was moderate. DISCUSSION Predicted heritabilities of larval larval 1. pertaining to larvae. 2. larvate. larval migrans see cutaneous and visceral larva migrans. growth have been reported for full-sib correlation analysis for Crassostrea virginica (Hadley et al. 1975, Lannan 1972, Newkirk et al. 1977) and Penaeus vannamei (Carr et al. 1997) and half-sib correlation analysis for Mercenaria mercenaria (Rawson and Hilbish 1990), Macrobrachium rosenbergii (Malecha et al. 1984), Penaeus vannamei (Benzie et al. 1996, Carr et al. 1997), and Penaeus stylirostri (Benzie et al. 1996). Predicted heritabilities of shell traits in wild Littorina saxatilis populations have been reported for full-sib correlation analysis and offspring-mother regression (Carballo et al. 2001). Estimates of heritabilities in the narrow sense generally ranged from 0.2 to 0.7. Realized heritability for increase in rate of growth in northern quahog quahog: see clam. quahog Thick-shelled edible clam of the U.S. The northern quahog (Mercenaria mercenaria), also known as the cherrystone, littleneck, or hard-shell clam, is 3–5 in. (8–13 cm) long. and Argopecten irradians concetricus (Crenshaw et al. 1991, Crenshaw et al. 1996) and realized heritability estimates for growth in the Chilean oyster Ostrea chilensis (Torn et al. 1995). In our study, the estimates of heritabilities in the narrow sense for body weight at 3-5 mo of age ranged from 0.217 to 0.457, consistent with those reported for other species. However, estimates based on full-sib families bias heritabilities upwards when dominance and maternal effects are present (Lester 1988). Because of the nested design and a paternal half-sib correlation analysis used, the estimate reported here is more precise and unbiased. This is the first report of heritability in the narrow sense reported for sea urchins. An animal model includes a random effect for the additive genetic effect of each individual; incorporates a complete set of additive genetic relationships among all individuals; and allows an unbiased estimation of variance components, even for the data involving selection and nonrandom mating (Gall and Bakar 2002, Sorensen and Kennedy 1986, Su et al. 1997). In the current investigation, full-sib family was taken as a random effect in a simple random model to account for the covariance among full-sibs caused by common environmental, dam, and nonadditive genetic effects, and half-sib family was used to account for covariance among half-sibs caused by common environmental, dam, sire, and nonadditive genetic effects. The results from the analyses based on this model were expected to be unbiased estimates of genetic parameters for the base population. The much larger heritabilities computed from the female additive genetic component indicate the female genetic component still contains common environmental effects, maternal effects, or non-additive genetic variance in the body weight or diameter. Dam effects are omnipresent om·ni·pres·ent adj. Present everywhere simultaneously. [Medieval Latin omnipres in the study. The fact that the juvenile phase may indicate that the quality of yolk yolk (yok) the stored nutrient of an oocyte or ovum. yolk n. The portion of the egg of an animal that consists of protein and fat from which the early embryo gets its main nourishment and of reserves plays a role in early development. Dam effects may persist after the onset of exogenous Exogenous Describes facts outside the control of the firm. Converse of endogenous. feeding. Crandell and Gall (1993) reported that dam The That Dam is a large stupa in Vientiane, Laos. Many Laotians believe it is inhabited by a seven headed dragon who tried to protect them from the armies of Siam, who invaded in 1827. It is also known as the Black Stupa, the English translation of the Lao name That Dam. effects persist up to 2 y in rainbow trout rainbow trout Species (Oncorhynchus mykiss) of fish in the salmon family (Salmonidae) noted for spectacular leaps and hard fighting when hooked. It has been introduced from western North America to many other countries. and up to 18 mo in Arctic char arctic char also Arctic char n. A char (Salvelinus alpinus) native to the fresh waters of Alaska and northern Canada. Noun 1. (Nilsson, 1994). The estimated heritability indicates significant additive genetic variation for body weight and test size over all the sampling periods. Sire heritability for the different variables were lower than dam heritability in many cases. However, all heritabilities in the narrow sense of body weight and test diameter of & intermedius were significantly different from zero (P < 0.01). The heritabilities in the narrow sense estimate obtained from this experiment indicate there is sufficient variation in the base population of sea urchins to respond to natural or artificial selection on juvenile growth weight. This justifies selection of juveniles based on growth characteristics for cultured brood stock.
TABLE 1.
Analysis of variance for components of phenotypic variation.
Source of Degrees of Sum of Mean Square
Variance Freedom (df) Squares (SS) (MS)
Dams F x M - 1 S[S.sub.M]
Sires F - 1 S[S.sub.F] M[S.sub.F]
Dams/sires F x (M - 1) S[S.sub.M(F)] M[S.sub.M(F)]
Offspring (error) F x M x (n - 1) SS MS
Total N - 1 S[S.sub.T]
Source of Expected Mean
Variance Square E(MS)
Dams
Sires [[sigma].sup.2] + [k.sub.2] [[sigma].sup.2.sub.M]
+ [k.sub.3] [[sigma].sup.2.sub.F]
Dams/sires [[sigma].sup.2] + [k.sub.1] [[sigma].sup.2.sub.M]
Offspring (error) [[sigma].sup.2]
Total
TABLE 2.
Relationships between the covariance of full- and half-sibs
and causal components of phenotypic variance.
Component of
Variance Covariance Components
[[sigma].sup.2.sub.F] CO[V.sub.HS]
[[sigma].sup.2.sub.M] CO[V.sub.FS] - CO[V.sub.HS]
[[sigma].sup.2.sub.E] [V.sub.P] - CO[V.sub.FS]
[[sigma].sup.2.sub.T] = [V.sub.P]
[[sigma].sup.2.sub.F] +
[[sigma].sup.2.sub.M] +
[[sigma].sup.2]
[[sigma].sup.2.sub.F] + CO[V.sub.FS]
[[sigma].sup.2.sub.M]
Component of Causal
Variance Components
[[sigma].sup.2.sub.F] 1/4 [V.sub.A]
[[sigma].sup.2.sub.M] 1/4[V.sub.A] + 1/4[V.sub.NA] + [V.sub.EC]
[[sigma].sup.2.sub.E] 1/2[V.sub.A] + 3/4[V.sub.D] + [V.sub.ES]
[[sigma].sup.2.sub.T] = [V.sub.A] + [V.sub.NA] + [V.sub.EC] +
[[sigma].sup.2.sub.F] + [V.sub.ES]
[[sigma].sup.2.sub.M] +
[[sigma].sup.2]
[[sigma].sup.2.sub.F] + 1/2[V.sub.A] + 1/4[V.sub.D] + [V.sub.EC]
[[sigma].sup.2.sub.M]
Component of Calculation of
Variance Component of Variance
[[sigma].sup.2.sub.F] {M[S.sub.F] - [(M[S.sub.M(F)] -
M[S.sub.E])/[k.sub.1] x [k.sub.2] -
M[S.sub.E]}/[k.sub.3]
[[sigma].sup.2.sub.M] (M[S.sub.M(F)] - M[S.sub.E])/[k.sub.1]
[[sigma].sup.2.sub.E] M[S.sub.E]
[[sigma].sup.2.sub.T] =
[[sigma].sup.2.sub.F] +
[[sigma].sup.2.sub.M] +
[[sigma].sup.2]
[[sigma].sup.2.sub.F] +
[[sigma].sup.2.sub.M]
TABLE 3.
Body weight and test diameter of offspring at 3 and 5 mo of age.
Body Weight (g) Test Diameter (men)
Standard Standard
Growth Phase Average Deviation Average Deviation
3 mo 0.014484 0.0103 2.916 0.945
5 mo 1.366 0.377 8.492 2.841
TABLE 4.
Analysis of variance for components of phenotypic variation of
Strongylocentrotus nudus at 3 and 5 mo of age.
Body Weight
Degrees of Mean Square
Source of Variance Freedom (df) (MS)
3 mo
Dam 62 4.08340 x [10.sup.-3]
Sire 20 7.26634 x [10.sup.-3]
Dams within sires 42 2.56772 x [10.sup.-3]
Full-sibs within dams 2210 4.12753 x [10.sup.-4]
Total 2272
5 mo
Dams 59 0.79976
Sire 20 1.31728
Dams within sires 39 0.53436
Full-sibs within dams 2045 0.10551
Total 2104
Test Diameter
Mean
Source of Variance F-Value Square (MS) F-Value
3 mo
Dam 9.893 * 6.01406 6.737 *
Sire 17.605 * 10.71717 12.006 *
Dams within sires 6.221 * 3.77449 4.228 *
Full-sibs within dams 0.89266
Total
5 mo
Dams 7.580 * 69.16935 8.570 *
Sire 12.485 * 108.2978 13.418 *
Dams within sires 5.065 * 49.10348 6.084 *
Full-sibs within dams 8.07108
Total
Test Diameter
Expected Mean Square
Source of Variance E (MS)
3 mo
Dam
Sire [[sigma].sup.2] + [k.sub.2]
[[sigma].sup.2.sub.M] + [k.sub.3]
[[sigma].sup.2.sub.M]
Dams within sires [[sigma].sup.2] + [k.sub.2]
[[sigma].sup.2.sub.M]
Full-sibs within dams [[sigma].sup.2]
Total
5 mo
Dams
Sire [[sigma].sup.2] + [k.sub.2]
[[sigma].sup.2.sub.M] +
[k.sub.3][[sigma].sup.2.sub.F]
Dams within sires [[sigma].sup.2] + [k.sub.1]
[[sigma].sup.2.sub.M]
Full-sibs within dams [[sigma].sup.2]
Total
* P < 0.01: S = sires. D = dams; [k.sub.1] is the weighed mean
offspring number of females, [k.sub.2] is the weighed offspring
number of females within sire, [k.sub.3] is the weighed mean
offspring number of sires.
TABLE 5.
Relationships between the covariance of full- and half-sibs and causal
components of phenotypic variance.
Component Causal
of Variance Components
[[sigma].sup.2.sub.F] 1/4 [V.sub.A]
[[sigma].sup.2.sub.M] 1/4 [V.sub.A] + 1/4[V.sub.NA] + [V.sub.EC]
[[sigma].sup.2] 1/2 [V.sub.A] + 3/4[V.sub.D] + [V.sub.EW]
[[sigma].sup.2.sub.P] [V.sub.A] + [V.sub.NA] + [V.sub.EC] +
= [[sigma].sup.2.sub.F] [V.sub.EW]
+ [[sigma].sup.2.sub.M]
+ [[sigma].sup.2]
[[sigma].sup.2.sub.F] 1/2 [V.sub.A]
Result of Component
of Variance
3 Mo
Component Covariance
of Variance Components Body Weight
[[sigma].sup.2.sub.F] [Cov.sub.HS] 4.13895 x [10.sup.-5]
[[sigma].sup.2.sub.M] [Cov.sub.FS] - 6.16974 x [10.sup.-5]
[Cov.sub.HS]
[[sigma].sup.2] [V.sub.P] - 4.275 x [10.sup.-4]
[Cov.sub.FS]
[[sigma].sup.2.sub.P] [V.sub.P] 5.40587 x [10.sup.-4]
= [[sigma].sup.2.sub.F]
+ [[sigma].sup.2.sub.M]
+ [[sigma].sup.2]
[[sigma].sup.2.sub.F] [COV.sub.FS] 1.03087 x [10.sup.-4]
Result of Component of Variance
3 Mo 5 Mo
Component
of Variance Test Diameter Body Weight Test Diameter
[[sigma].sup.2.sub.F] 0.06027 0.00678 0.50447
[[sigma].sup.2.sub.M] 0.08308 0.01280 1.22465
[[sigma].sup.2] 0.89264 0.10551 8.07108
[[sigma].sup.2.sub.P] 1.03598 0.12509 9.80020
= [[sigma].sup.2.sub.F]
+ [[sigma].sup.2.sub.M]
+ [[sigma].sup.2]
[[sigma].sup.2.sub.F] 0.14335 0.01958 1.72912
TABLE 6.
Heritabilities in narrow sense ([h.sup.2]) and standard error
([[sigma].sub.h.sup.2]).
3 Mo of Age
Body Weight Diameter
[h.sup.2.sub.S] 0.306 * [+ or -] 0.055 0.233 * [+ or -] 0.046
[h.sup.2.sub.D] 0.457 * [+ or -] 0.071 0.321 * [+ or -] 0.046
[h.sup.2.sub.FS] 0.381 * [+ or -] 0.063 0.277 * [+ or -] 0.051
5 Mo of Age
[h.sup.2.sub.S] 0.217 * [+ or -] 0.042 0.206 * [+ or -] 0.041
[h.sup.2.sub.D] 0.409 * [+ or -] 0.064 0.500 * [+ or -] 0.072
[h.sup.2.sub.FS] 0.313 * [+ or -] 0.054 0.353 * [+ or -] 0.058
* Very significant between [h.sup.2] with zero (P < 0.01);
[t.sub.0.01], [varies] = 2.576.
ACKNOWLEDGMENTS This is contribution number G1999012009 of 973 from the Chinese National Fundamental Research project and Chinese High Technology Plan (2002AA628170). We would like to thank J. Song, G. D. Wang, R. L. Xing, and S. G. Yan for their invaluable assistance in the laboratory production of the family lines. The authors thank J. M. Lawrence for editing the paper. LITERATURE CITED Agatsuma, Y. 1998. Aquaculture of the sea urchin (Strongylocentrotus nudus) transplanted from coralline cor·al·line adj. 1. Of, consisting of, or producing coral. 2. Resembling coral, especially in color. n. 1. flats in Hokkaido, 1541-1547. Agatsuma, Y., S. Nakao, S. Motoya, K. Tajima, &.T. Miyamoto. 1998. Relationship between year-to-year fluctuations in recruitment of juvenile sea urchins Strongylocentrotus nudus and seawater temperature off the Sea of Japan coast in soutwestern Hokkaido. Fisheries Sci. 64:1-5. Benzie, J. A. H., M. Kenway & L. Trott. 1996. 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Uehara, T., H. Asakura & Y. Arakaki. 1990. Fertilization blockage and hybridization hybridization /hy·brid·iza·tion/ (hi?brid-i-za´shun) 1. crossbreeding; the act or process of producing hybrids. 2. molecular hybridization 3. among species of sea urchins. In: M. Hoshi & O. Yamashita, editors. Proceedings of the 5th International Congress of Invertebrate invertebrate (ĭn'vûr`təbrət, –brāt'), any animal lacking a backbone. The invertebrates include the tunicates and lancelets of phylum Chordata, as well as all animal phyla other than Chordata. Reproduction on Advances in Invertebrate Reproduction. Amsterdam: Elesevier. pp. 305-310. Vadas, R. L., B. D. Smith, B. Beal & T. Dowling. 2002. Sympatric growth morphs and size bimodality Bimodality is the simultaneous use of two distinct pitch collections. It is more general than bitonality since the "scales" involved need not be traditional scales; if diatonic collections are involved, their pitch centers need not be the familiar major and minor-scale tonics. in the green sea urchin (Strongylocentrotus droebachiensis). Ecological Monographs 72:113-132. LIU LIU Linköpings Universitet (Sweden) LIU Long Island University (New York) LIU Line Interface Unit LIU Lightguide Interconnection Unit (AT&T) LIU Laugh It Up XIAOLIN, (1,3) CHANG YAQING, (2) XIANG JIANHAI, (1), * DING JUN, (2) AND CAO XUEBIN (2) (1) Experimental Marine Biology marine biology, study of ocean plants and animals and their ecological relationships. Marine organisms may be classified (according to their mode of life) as nektonic, planktonic, or benthic. Nektonic animals are those that swim and migrate freely, e.g. Laboratory, Institute of Oceanology, CAS, Qingdao 266071, China; (2) Key Lab of Mariculture mariculture marine aquaculture. and Biotechnology of the Ministry of Agriculture, Dalian Fisheries University Dalian Fisheries University (大连水产学院) is a university located in Dalian, China. Founded in 1952, it is the sole university featuring fisheries science courses in northern China. Over 7,000 students are enrolled there. , Dalian 116023, China; (3) College of Animal Science and Technology, Northwest Sci-Tech University of Agriculture and Forestry, Yangling, Shaanxi 712100, China * Corresponding author. E-mail: jhxiangq@ms.qdiao.ac.cn |
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